{"meta":{"query_hash":"a6dc462e66bb","filters":{"venue":"Medico-Legal Journal"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a6dc462e66bb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Medico-Legal+Journal"},"results":[{"id":"W2003496468","doi":"10.1258/rsmmlj.75.2.37","title":"A Claim Delayed May Be a Claim Denied","year":2007,"lang":"en","type":"editorial","venue":"Medico-Legal Journal","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Olds College","funders":"","keywords":"Law and economics; Philosophy; Economics","score_opus":0.01867714687467659,"score_gpt":0.3449665298723358,"score_spread":0.3262893829976592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003496468","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005174501,0.0037243653,0.00043837895,0.0033678692,0.87697685,0.00041531512,0.00008402186,0.00017992785,0.11429584],"genre_scores_gemma":[0.029547142,0.001459712,0.0001515032,0.0006768722,0.95205486,0.000020322994,0.000059749967,0.00011664053,0.015913209],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98753923,0.0007950474,0.0015662048,0.00069258193,0.00765196,0.0017549943],"domain_scores_gemma":[0.99347436,0.0014678853,0.001350865,0.00037427782,0.0018212731,0.0015113248],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009206589,0.00067145936,0.0012521573,0.0005589589,0.0025254895,0.0014060184,0.001789734,0.002830403,0.0015503915],"category_scores_gemma":[0.0066921078,0.000580107,0.00058160233,0.00088713336,0.0008509951,0.0008410708,0.00015782315,0.006214363,0.00020931682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002717018,0.00011763608,0.000018246696,0.00006301406,0.00021028136,0.0010791981,0.0055008535,0.000001143494,0.00001165267,0.0009209469,0.9889253,0.002880036],"study_design_scores_gemma":[0.0011512644,0.00030688808,0.000010131246,0.0004950526,0.00021041831,0.000085991815,0.003582789,0.000002767172,0.000014423031,0.00060622476,0.9928608,0.0006732627],"about_ca_topic_score_codex":0.028326703,"about_ca_topic_score_gemma":0.019308833,"teacher_disagreement_score":0.09838263,"about_ca_system_score_codex":0.0011800909,"about_ca_system_score_gemma":0.010010663,"threshold_uncertainty_score":0.999665},"labels":[],"label_agreement":null},{"id":"W2126804713","doi":"10.1258/rsmmlj.75.3.81","title":"Barrister's Wig for Sale!","year":2007,"lang":"en","type":"article","venue":"Medico-Legal Journal","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Olds College","funders":"","keywords":"Business; Art","score_opus":0.01640188915473667,"score_gpt":0.3149033418260363,"score_spread":0.2985014526712996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126804713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9032209,0.0039555035,0.03716636,0.027156854,0.0047052186,0.0006682813,0.000021047761,0.0001076478,0.022998195],"genre_scores_gemma":[0.9789664,0.000044075307,0.0030410162,0.011455183,0.004678877,0.0000059361996,0.000016262817,0.000033509696,0.0017587402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838805,0.000020923118,0.00043631665,0.00015948978,0.00051973,0.00047551387],"domain_scores_gemma":[0.9988161,0.00011606407,0.00011721677,0.0001854663,0.00012412421,0.0006410402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010439237,0.00015509066,0.00028189013,0.000133142,0.00019460588,0.000057216934,0.00013541851,0.00007819071,0.0007853827],"category_scores_gemma":[0.00013114193,0.000115619376,0.00024851,0.00010428469,0.00006459315,0.0001580431,0.000032814845,0.0005331665,0.00003226792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008950197,0.0012874077,0.024937464,0.00027712464,0.0006709599,0.011902959,0.0012621483,0.0000050042277,0.03360734,0.0024252867,0.713282,0.20139211],"study_design_scores_gemma":[0.005617797,0.0015887565,0.013196472,0.00017842541,0.00020792223,0.013904195,0.00050803233,0.00008258368,0.004089493,0.00016460946,0.96026665,0.0001950366],"about_ca_topic_score_codex":0.00003359827,"about_ca_topic_score_gemma":0.000018732639,"teacher_disagreement_score":0.24698468,"about_ca_system_score_codex":0.00015649926,"about_ca_system_score_gemma":0.0001694921,"threshold_uncertainty_score":0.859939},"labels":[],"label_agreement":null},{"id":"W2519292453","doi":"10.1177/0025817216669092","title":"Financial and legal decision-making capacity in the aphasic population – a narrative review","year":2016,"lang":"en","type":"review","venue":"Medico-Legal Journal","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Population; Decision aids; Aphasia; Health care; Medicine; Psychology; Actuarial science; Business; Political science; Alternative medicine; Psychiatry; Pathology; Environmental health; Law","score_opus":0.07888358103630239,"score_gpt":0.4387490259904731,"score_spread":0.3598654449541707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519292453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012438932,0.9907708,0.0003362571,0.0011731912,0.004229121,0.0009916918,0.00003439667,0.000021159529,0.0011994978],"genre_scores_gemma":[0.0047813226,0.99096614,0.00018402011,0.0013109942,0.0024906301,0.000082525774,0.000009294176,0.00005012328,0.00012493569],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992384,0.0030084127,0.0020498813,0.00065136555,0.0011622238,0.00074408413],"domain_scores_gemma":[0.9950568,0.0027260378,0.0012375845,0.00058737514,0.00015309347,0.00023911057],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006519833,0.00059072906,0.0021151197,0.0005401425,0.00051668467,0.00017849955,0.0008277152,0.0007080818,0.00068323285],"category_scores_gemma":[0.0047076796,0.0002963042,0.00055883324,0.00065366895,0.00019458192,0.00023745591,0.0000785437,0.0032172787,0.00012178723],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030102457,0.000071805356,0.000004909797,0.0017520696,0.00004704235,0.004900728,0.0010013977,3.8427682e-8,1.32166305e-8,0.0005642047,0.0066097593,0.98501796],"study_design_scores_gemma":[0.0003393733,0.00012698228,0.00039848097,0.1893238,0.00013325427,0.03660394,0.00020619633,4.1078948e-7,1.7012062e-9,0.0012950252,0.7713033,0.0002692481],"about_ca_topic_score_codex":0.00010302265,"about_ca_topic_score_gemma":0.00012243363,"teacher_disagreement_score":0.98474866,"about_ca_system_score_codex":0.0003127683,"about_ca_system_score_gemma":0.00081599975,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W2984298976","doi":"10.1177/0025817219863569","title":"Global Surprise: the leading cause of death and disability in young people, and what we are doing about it","year":2019,"lang":"en","type":"article","venue":"Medico-Legal Journal","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Surprise; Cause of death; Psychology; Gerontology; History; Political science; Medicine; Social psychology; Internal medicine; Disease","score_opus":0.0412173677577743,"score_gpt":0.4001477498924709,"score_spread":0.35893038213469663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984298976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583421,0.010159972,0.000028795603,0.027812121,0.001256881,0.0004234333,0.000008181819,0.000010412973,0.001958154],"genre_scores_gemma":[0.98579544,0.012336666,0.00003199261,0.0012423402,0.00031352398,0.00001504168,5.9338583e-7,0.000009237046,0.00025517738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976127,0.00047515554,0.00072289625,0.00020656498,0.00039422498,0.0005884535],"domain_scores_gemma":[0.9983322,0.0007198778,0.00034788292,0.00019268105,0.00011519558,0.00029215583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002265234,0.00015768933,0.0004812049,0.00004345439,0.0006837665,0.000060471113,0.00014768651,0.0001333636,0.000103226026],"category_scores_gemma":[0.0004001571,0.0000992953,0.000042102656,0.00020454245,0.00015485399,0.0004867773,0.00016982475,0.0009801332,0.000012247956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008576328,0.000027349304,0.9656443,0.00034891427,0.000021678745,0.000009551619,0.028472302,0.0000018001554,0.000005810511,0.0001649439,0.0003541604,0.0048634405],"study_design_scores_gemma":[0.0011182745,0.00006229413,0.9158316,0.0018276091,0.000023226687,0.000090774694,0.06301934,0.000062570856,8.5887746e-7,0.00005229821,0.017820803,0.00009032573],"about_ca_topic_score_codex":0.0010628817,"about_ca_topic_score_gemma":0.009530074,"teacher_disagreement_score":0.049812663,"about_ca_system_score_codex":0.00021855789,"about_ca_system_score_gemma":0.0003084973,"threshold_uncertainty_score":0.5318005},"labels":[],"label_agreement":null},{"id":"W3026477465","doi":"10.1177/0025817219898151","title":"Child pornography: Characteristics of its depiction and use","year":2020,"lang":"en","type":"review","venue":"Medico-Legal Journal","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Child pornography; Pornography; Depiction; The Internet; Realisation; Internet privacy; Action (physics); Criminology; Psychology; Political science; Computer science; Law; World Wide Web; Art","score_opus":0.0628680395466664,"score_gpt":0.36832147237565066,"score_spread":0.3054534328289843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026477465","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010198484,0.9930753,0.00005756896,0.00019385712,0.0040632235,0.00032685552,0.00013149565,0.00007794536,0.0010539112],"genre_scores_gemma":[0.0007767645,0.9970952,0.00006134193,0.00012441112,0.0013364614,0.000021523167,0.00006193113,0.00006562849,0.00045673674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972105,0.00037815262,0.0012426254,0.00040892354,0.0003696552,0.00039016895],"domain_scores_gemma":[0.9978957,0.00013857092,0.001186221,0.00035783622,0.00011377315,0.00030790674],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00046148963,0.00042550376,0.0018634996,0.0005949396,0.00013728549,0.00007211751,0.00041167127,0.0008316784,0.0005312334],"category_scores_gemma":[0.00022075212,0.00034733175,0.00040564078,0.0004076497,0.00023121429,0.00013241012,0.0000995277,0.0023259148,0.000043346605],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027864047,0.00018260561,0.0007838658,0.00091700995,0.00039783152,0.0008084273,0.00022385136,1.2285921e-9,0.0000014183585,0.0023323947,0.0013044087,0.9930203],"study_design_scores_gemma":[0.00040969506,0.00034054794,0.002663548,0.0023635174,0.001194115,0.009652171,0.0000819661,2.771531e-7,0.0000010770018,0.000013360581,0.9830193,0.00026043953],"about_ca_topic_score_codex":0.000027629043,"about_ca_topic_score_gemma":0.0000043845016,"teacher_disagreement_score":0.9927599,"about_ca_system_score_codex":0.00004467416,"about_ca_system_score_gemma":0.0001373855,"threshold_uncertainty_score":0.99997574},"labels":[],"label_agreement":null},{"id":"W4296618054","doi":"10.1177/00258172221112710","title":"The Canadian approach to elder financial abuse from a legal and clinical perspective: A narrative review","year":2022,"lang":"en","type":"review","venue":"Medico-Legal Journal","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Legislation; Elder abuse; Perspective (graphical); Grey literature; Narrative; Medicine; Finance; Family medicine; Accounting; Political science; MEDLINE; Business; Suicide prevention; Medical emergency; Poison control; Law","score_opus":0.06894198463790088,"score_gpt":0.41911696312679964,"score_spread":0.3501749784888988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296618054","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012016749,0.9655377,0.000011489117,0.0028130799,0.001973965,0.0011534631,0.00003695654,0.000022437172,0.02843888],"genre_scores_gemma":[0.000015663814,0.9917037,0.00012883345,0.0027460398,0.0039377846,0.00014109482,0.000011809666,0.000041535837,0.0012735218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99256945,0.0035311335,0.0011257129,0.00064438785,0.0012465325,0.0008827905],"domain_scores_gemma":[0.9963252,0.0009966128,0.0005460876,0.00036003825,0.00022305324,0.0015490185],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005269793,0.00044920883,0.0016846365,0.00021683543,0.005030469,0.00056586304,0.0012987743,0.00041205564,0.0009062252],"category_scores_gemma":[0.003503308,0.00029534777,0.0007994692,0.0008597109,0.00062281894,0.0002533778,0.00011651394,0.003944459,0.00003410347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023441704,0.00011329449,0.000007937417,0.00035156656,0.00038069094,0.00037961628,0.0331828,2.5769763e-8,3.3505452e-9,0.0033034352,0.14391814,0.81833905],"study_design_scores_gemma":[0.00019035462,0.00015487429,0.000012954528,0.0095970435,0.00068566215,0.00022644248,0.004634807,2.9401514e-7,4.5354382e-9,0.00018512941,0.98396593,0.00034648034],"about_ca_topic_score_codex":0.18327938,"about_ca_topic_score_gemma":0.5791261,"teacher_disagreement_score":0.84004784,"about_ca_system_score_codex":0.001340612,"about_ca_system_score_gemma":0.016321365,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W4407277150","doi":"10.1177/00258172241285986","title":"The medico-legal pertinence of musculoskeletal nociplastic pain","year":2025,"lang":"en","type":"review","venue":"Medico-Legal Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de l'Abitibi Témiscamingue; McGill University","funders":"","keywords":"Causation; Attribution; Mood; Medicine; Psychology; Cognition; Clinical psychology; Psychiatry; Physical therapy; Social psychology","score_opus":0.012207723743346917,"score_gpt":0.33535323320449123,"score_spread":0.3231455094611443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407277150","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000090175075,0.98685503,0.0015358365,0.0021266397,0.0036940575,0.0013085833,0.000020287891,0.00006340596,0.0043059676],"genre_scores_gemma":[0.00078811066,0.9903255,0.0003914838,0.00026623925,0.0026189378,0.00010486471,0.0000693733,0.00008557119,0.0053499164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99136585,0.0020927934,0.0027981696,0.0006189695,0.002220739,0.000903465],"domain_scores_gemma":[0.9902303,0.0061590075,0.0014015669,0.0008792763,0.00059327745,0.00073655014],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008354952,0.00084811373,0.0028779213,0.0006506894,0.00057963777,0.00012635038,0.00090936996,0.0007040396,0.00042924876],"category_scores_gemma":[0.016454281,0.000452546,0.002633507,0.0009831873,0.0010262886,0.00018685985,0.00018690855,0.003351421,0.000054335374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008732894,0.00024818018,0.00001683578,0.052788317,0.0006146302,0.00013990386,0.00012409371,9.1982275e-7,0.000014968366,0.00048734254,0.013014418,0.93246305],"study_design_scores_gemma":[0.0010186856,0.0011021914,0.0001476732,0.06116997,0.0017829682,0.00079386006,0.00025439035,0.00009061885,0.0000011744239,0.00006012108,0.93320715,0.00037121255],"about_ca_topic_score_codex":0.00003623949,"about_ca_topic_score_gemma":0.0000167045,"teacher_disagreement_score":0.93209183,"about_ca_system_score_codex":0.00041012574,"about_ca_system_score_gemma":0.0043574823,"threshold_uncertainty_score":0.99979264},"labels":[],"label_agreement":null}]}