{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025065002,0.0041141324,0.00041050263,0.08144938,0.9041224,0.000061756225,0.00014096723,0.00014211283,0.009308019],"genre_scores_gemma":[0.0030605008,0.0038113112,0.0003765026,0.065492064,0.89403987,0.000100287856,0.000080368365,0.00010259976,0.032936487],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99136424,0.0017776517,0.001460247,0.0011053566,0.0034072374,0.00088521675],"domain_scores_gemma":[0.9452727,0.03595822,0.0023462886,0.0019455709,0.011668445,0.0028087383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01407969,0.0036176902,0.0071220524,0.0057339207,0.0070989453,0.009445012,0.0074100634,0.075824544,0.016379092],"category_scores_gemma":[0.0797528,0.0027620397,0.004153904,0.002915527,0.0054369825,0.004375011,0.002130637,0.04624222,0.013358435],"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":[0.000045387147,0.00002387391,0.000048323025,0.0001945135,0.000042972544,0.0005866633,0.000029009236,0.000045192824,0.00006859414,0.0013750985,0.9945852,0.0029550588],"study_design_scores_gemma":[0.00013451738,0.000046744786,0.00089430105,0.0010560434,0.0002595201,0.00049064675,0.00013302438,0.0006604364,0.00022158759,0.0044886596,0.99153906,0.00007557134],"about_ca_topic_score_codex":0.0038729985,"about_ca_topic_score_gemma":0.013462809,"teacher_disagreement_score":0.075824544,"about_ca_system_score_codex":0.0051025674,"about_ca_system_score_gemma":0.005538546,"threshold_uncertainty_score":0.0744614},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015938489,0.006938203,0.00019021246,0.5930416,0.033260126,0.00004412636,0.0001268013,0.000117862226,0.36468726],"genre_scores_gemma":[0.013139856,0.0018645603,0.00014599664,0.43864837,0.006606438,0.00006080876,0.000033483455,0.00010807622,0.5393924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985287,0.00032564334,0.00006808723,0.00017090475,0.00039064343,0.0005159706],"domain_scores_gemma":[0.9970908,0.0016728936,0.00012776101,0.00014377137,0.0004496171,0.0005150487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016984823,0.0006793348,0.0006951702,0.0010125316,0.014813454,0.008924461,0.0021906924,0.033745874,0.11332406],"category_scores_gemma":[0.012779036,0.00066335936,0.00063703,0.0005803281,0.004108788,0.0048623434,0.0039991117,0.027905967,0.026610347],"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":[0.000012113021,0.000008381991,0.00006146034,0.000024632824,0.0000020922769,0.00029577085,0.0003913099,0.000006923144,0.00004645181,0.025135608,0.9711277,0.0028875282],"study_design_scores_gemma":[0.000013337956,0.000007721382,0.000254471,0.00018071958,0.0000073112383,0.00012777426,0.0016052178,0.000019061152,0.000058581605,0.00412245,0.9935888,0.000014648753],"about_ca_topic_score_codex":0.05201693,"about_ca_topic_score_gemma":0.1521495,"teacher_disagreement_score":0.11332406,"about_ca_system_score_codex":0.0032682864,"about_ca_system_score_gemma":0.0053795595,"threshold_uncertainty_score":0.37910676},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001029639,0.99709487,0.000070862836,0.0008034449,0.00013341277,0.000033585595,0.000066021435,0.0000026078612,0.00076548936],"genre_scores_gemma":[0.018847207,0.9792062,0.00022692957,0.0011391018,0.00024548356,0.00009144751,0.00008117284,0.0000025406857,0.00016001548],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607986,0.0015272057,0.0012259785,0.00032665208,0.0006937988,0.000146455],"domain_scores_gemma":[0.96375376,0.030404728,0.0039022253,0.00028846823,0.0014131649,0.00023771422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035644376,0.0006888066,0.001497267,0.0065414403,0.00070500706,0.0027914601,0.0010097327,0.002090416,0.0031184352],"category_scores_gemma":[0.03236217,0.00045039627,0.00141616,0.0076386193,0.0013952252,0.0038478223,0.0010338465,0.0012951567,0.00038551746],"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":[0.0002336,0.000053814456,0.0030564545,0.72457767,0.0009067872,0.0018925192,0.0035740184,0.00025495715,0.00027074528,0.008389839,0.02289413,0.23389556],"study_design_scores_gemma":[0.000041291358,0.00010381488,0.005961161,0.8569007,0.0024348805,0.0063669425,0.0033260626,0.0000970305,0.00021497777,0.0027778237,0.12172269,0.00005262312],"about_ca_topic_score_codex":0.0045089303,"about_ca_topic_score_gemma":0.007384855,"teacher_disagreement_score":0.0065414403,"about_ca_system_score_codex":0.002588824,"about_ca_system_score_gemma":0.0072486545,"threshold_uncertainty_score":0.018850744},"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":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082964614,0.16734073,0.00027964957,0.71620107,0.011979727,0.00005102578,0.0015821152,0.000052163243,0.019548977],"genre_scores_gemma":[0.5694277,0.27648124,0.0007852179,0.1284243,0.01568867,0.00015425155,0.001499556,0.00007293905,0.0074661565],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981244,0.00076183275,0.00016258594,0.00011905335,0.00035770697,0.00047451563],"domain_scores_gemma":[0.9889163,0.002806622,0.0023176651,0.00019535195,0.0020037415,0.0037603134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040012985,0.00033846195,0.00072625733,0.0016772649,0.0025281443,0.004265293,0.0008234909,0.0026500206,0.008949646],"category_scores_gemma":[0.021428846,0.00022078416,0.0007502904,0.0028751213,0.0023282643,0.005496967,0.0035200552,0.0037335877,0.0011439605],"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":[0.00020439226,0.00025724244,0.3318798,0.004961177,0.00022562277,0.0009309764,0.034905113,0.00011384413,0.00023079218,0.008494241,0.2996826,0.31811422],"study_design_scores_gemma":[0.000048120055,0.00038926408,0.52810353,0.016044512,0.00030760892,0.0012250514,0.20806514,0.00020416832,0.00020202942,0.013842675,0.23140566,0.00016226152],"about_ca_topic_score_codex":0.045675952,"about_ca_topic_score_gemma":0.072756045,"teacher_disagreement_score":0.045675952,"about_ca_system_score_codex":0.002914084,"about_ca_system_score_gemma":0.009511972,"threshold_uncertainty_score":0.09082019},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053553535,0.9906849,0.00017073071,0.00030870672,0.00007578196,0.000018607385,0.00011502582,0.000004710704,0.0032660828],"genre_scores_gemma":[0.023735141,0.9748746,0.00040392895,0.0001709733,0.00008719214,0.000016435042,0.0001084687,0.00000442593,0.0005988643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994018,0.0002123295,0.00009333945,0.00007248736,0.00019061158,0.00002946072],"domain_scores_gemma":[0.9981475,0.0011416863,0.00046240346,0.00003295671,0.00017545802,0.000039987794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068529864,0.00044934158,0.0006360132,0.0036442517,0.00025993204,0.0013512914,0.00042351015,0.0006724858,0.0022665155],"category_scores_gemma":[0.0033395344,0.00018322641,0.0004551753,0.0039203074,0.00083332724,0.001425448,0.00060909503,0.00081371353,0.0003796038],"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":[0.00019081126,0.00006042128,0.010398997,0.045892283,0.00030667725,0.0008616591,0.0032287175,0.00014145582,0.0016645282,0.003389317,0.0070469975,0.92681813],"study_design_scores_gemma":[0.000033371332,0.000367316,0.1407502,0.095198624,0.0012220383,0.04400975,0.011928888,0.00018332664,0.0026069826,0.0028256988,0.70075357,0.00012028016],"about_ca_topic_score_codex":0.0022292444,"about_ca_topic_score_gemma":0.0041874005,"teacher_disagreement_score":0.0036442517,"about_ca_system_score_codex":0.00041091006,"about_ca_system_score_gemma":0.0006819915,"threshold_uncertainty_score":0.007582307},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044344825,0.99778396,0.000027563765,0.0006193387,0.000099931596,0.0000136856615,0.000037513077,0.0000012882317,0.000973236],"genre_scores_gemma":[0.006136111,0.9930079,0.00009633403,0.00047661824,0.00006130486,0.000015822692,0.00002884745,8.331643e-7,0.00017624872],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982527,0.00037118915,0.00035024734,0.00013382116,0.00072663865,0.0001653885],"domain_scores_gemma":[0.99495715,0.002443149,0.0007838999,0.00005901663,0.001508897,0.00024784854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022500502,0.0008183693,0.0015123355,0.008246835,0.0025232513,0.0036355373,0.0010547457,0.0015204244,0.0031486182],"category_scores_gemma":[0.009172886,0.0003855904,0.0009865946,0.015949726,0.0017296992,0.0017334858,0.0013687916,0.0012124024,0.00023995989],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020899925,0.000058168072,0.005965057,0.42782503,0.00096591265,0.0028585317,0.009716027,0.00033362256,0.0005262212,0.014159236,0.056195226,0.481188],"study_design_scores_gemma":[0.00004086033,0.00009441485,0.018164253,0.48608026,0.0031517965,0.0063293204,0.009450997,0.00012795691,0.00024353301,0.0017482031,0.47447494,0.000093523704],"about_ca_topic_score_codex":0.42642194,"about_ca_topic_score_gemma":0.65025944,"teacher_disagreement_score":0.57357806,"about_ca_system_score_codex":0.014889204,"about_ca_system_score_gemma":0.062839724,"threshold_uncertainty_score":0.84787977},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002075947,0.99616253,0.0001362078,0.0007586051,0.00031182563,0.0000068578383,0.000018264334,0.0000040805976,0.0023939633],"genre_scores_gemma":[0.003392857,0.9948382,0.00020209115,0.0005930308,0.00040897183,0.000008447844,0.000031614876,0.0000020122761,0.00052290683],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990995,0.00025498564,0.00015292903,0.00009765305,0.00032913336,0.00006594297],"domain_scores_gemma":[0.99791664,0.0015313589,0.00024342179,0.00004271283,0.00022214804,0.000043758606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010105338,0.0004571699,0.0010999825,0.0022047427,0.0005182101,0.0015818727,0.00066459546,0.0016550662,0.0054488326],"category_scores_gemma":[0.0040949965,0.00019372525,0.0007394905,0.0017191283,0.0012546949,0.0014062345,0.00091117877,0.0015191213,0.0009897688],"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":[0.0000514863,0.00003963019,0.0005397079,0.041858844,0.00016490972,0.00095417816,0.00035700793,0.00020572043,0.00077424693,0.012899385,0.03085642,0.9112986],"study_design_scores_gemma":[0.000021175909,0.00008254909,0.0032675979,0.041947898,0.00027327627,0.010553604,0.00044407148,0.00009138093,0.0003701538,0.0061873547,0.9367287,0.00003214068],"about_ca_topic_score_codex":0.0016818463,"about_ca_topic_score_gemma":0.002849174,"teacher_disagreement_score":0.0054488326,"about_ca_system_score_codex":0.0007459707,"about_ca_system_score_gemma":0.0022897501,"threshold_uncertainty_score":0.018228114},"labels":[],"label_agreement":null}]}