{"meta":{"query_hash":"39b2cfd0f1f9","filters":{"venue":"ISRN Emergency Medicine"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/39b2cfd0f1f9","api":"https://metacan.xera.ac/api/v1/cohort?venue=ISRN+Emergency+Medicine"},"results":[{"id":"W1993517792","doi":"10.5402/2012/309470","title":"Performance of a Simplified Wall Motion Score Index Method for Noncardiologists to Assess Left Ventricular Ejection Fraction","year":2011,"lang":"en","type":"article","venue":"ISRN Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Ejection fraction; Fraction (chemistry); Cardiology; Medicine; Internal medicine; Heart failure; Chemistry","score_opus":0.1686045965331847,"score_gpt":0.41988687489608734,"score_spread":0.2512822783629026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993517792","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":[0.6157042,0.000053535532,0.37954065,0.0004833589,0.00066550897,0.0011550803,0.0000086962,0.000068769936,0.0023202498],"genre_scores_gemma":[0.98662704,0.0002568703,0.011528126,0.00019226632,0.0006031865,0.0002073749,0.00012428725,0.000030058509,0.00043081417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979809,0.00006910015,0.00089029246,0.00042345296,0.00035817525,0.0002781037],"domain_scores_gemma":[0.99816424,0.0002267974,0.00032225053,0.0004999926,0.0005988649,0.00018786655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011319596,0.00018903679,0.000541174,0.00020428443,0.00008702141,9.355548e-7,0.0001473017,0.00020090386,0.00095228286],"category_scores_gemma":[0.0015172997,0.00014978014,0.00016718064,0.00048630065,0.00006911293,0.00009696053,0.000025639967,0.00024390897,0.000029517154],"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":[0.0006982685,0.00041271118,0.94778377,0.0003532387,0.00018195571,0.0000013984395,0.00030313767,0.00008069824,0.038652405,0.00025484737,0.003480876,0.007796682],"study_design_scores_gemma":[0.0015309284,0.0025589406,0.9704965,0.00017174463,0.0004989861,0.000037656697,0.00021626338,0.005865371,0.009123441,0.0009567233,0.00833593,0.00020751085],"about_ca_topic_score_codex":0.00019635833,"about_ca_topic_score_gemma":0.00002857104,"teacher_disagreement_score":0.37092286,"about_ca_system_score_codex":0.00010118111,"about_ca_system_score_gemma":0.00004492365,"threshold_uncertainty_score":0.99996096},"labels":[],"label_agreement":null},{"id":"W2001577936","doi":"10.1155/2014/398791","title":"Effects of Full-Moon Definition on Psychiatric Emergency Department Presentations","year":2014,"lang":"en","type":"article","venue":"ISRN Emergency Medicine","topic":"Paranormal Experiences and Beliefs","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Full moon; New moon; Emergency department; Medicine; Triage; Anxiety; Psychiatry; Medical emergency; Emergency medicine","score_opus":0.03148226974197124,"score_gpt":0.35901362865692926,"score_spread":0.327531358914958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001577936","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":[0.675226,0.0025950868,0.0040671304,0.0006868129,0.014687751,0.0006397516,0.000009819141,0.00008524719,0.30200243],"genre_scores_gemma":[0.9923087,0.0011894706,0.00012189749,0.000100714315,0.0010205408,0.0002378769,0.00005059644,0.000025183823,0.004945054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997896,0.00019493209,0.000739415,0.00037079083,0.00042072832,0.0003781204],"domain_scores_gemma":[0.9989835,0.00010029292,0.00028555366,0.00039599094,0.000089956055,0.00014468505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002628619,0.00022197876,0.000311014,0.0002149494,0.00011710117,9.187649e-7,0.00023068045,0.00009945962,0.013614326],"category_scores_gemma":[0.0001562918,0.00017357903,0.00012127204,0.00057273946,0.00007638199,0.00006186964,0.000021524784,0.00014323553,0.00058504875],"study_design_candidate":"observational","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":[0.0011938674,0.0046752035,0.08610255,0.00073963316,0.0005298834,0.000017658786,0.01295194,0.000102646314,0.03091764,0.46238235,0.37605703,0.024329612],"study_design_scores_gemma":[0.0072347056,0.013237209,0.7697863,0.00018385588,0.00066887576,0.000028094673,0.0017308058,0.0003048173,0.0023562668,0.015679384,0.18774116,0.0010485258],"about_ca_topic_score_codex":0.00026764133,"about_ca_topic_score_gemma":0.000099432415,"teacher_disagreement_score":0.68368375,"about_ca_system_score_codex":0.000013317104,"about_ca_system_score_gemma":0.000011459017,"threshold_uncertainty_score":0.98728734},"labels":[],"label_agreement":null},{"id":"W2005398863","doi":"10.5402/2012/484681","title":"Prediction of Repeat Visits by Victims of Intimate Partner Violence to a Level III Trauma Centre","year":2012,"lang":"en","type":"article","venue":"ISRN Emergency Medicine","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"Vancouver Coastal Health Research Institute","keywords":"Emergency department; Medicine; Odds ratio; Demography; Homicide; Domestic violence; Population; Confidence interval; Multivariate analysis; Suicide prevention; Poison control; Occupational safety and health; Injury prevention; Intimate partner; Family medicine; Psychiatry; Medical emergency; Environmental health; Internal medicine","score_opus":0.07154548996106974,"score_gpt":0.35605521979874044,"score_spread":0.2845097298376707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005398863","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":[0.8266721,0.0024553838,0.00504196,0.000691594,0.005136993,0.0009339622,0.00021320018,0.00013927695,0.15871553],"genre_scores_gemma":[0.99582934,0.0014551232,0.00016047065,0.00007204883,0.0004987051,0.000017120397,0.000023922268,0.000016774788,0.0019264799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735314,0.00015313149,0.0008210167,0.00027657874,0.0007803113,0.0006158476],"domain_scores_gemma":[0.9987099,0.000051250976,0.00026574283,0.0003134597,0.0003376103,0.0003220316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001323759,0.00018871103,0.00040118062,0.00013021327,0.00017588536,0.0000019374197,0.0003305902,0.0001231694,0.0025634095],"category_scores_gemma":[0.00030192453,0.00015840473,0.000085541345,0.00060048164,0.00024461342,0.00027713747,0.000055613295,0.0001276559,0.000053183932],"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":[0.00037035556,0.0012062067,0.42569506,0.00045464005,0.0002251443,0.0000024652074,0.17418313,0.00005661945,0.093975104,0.03335786,0.21228686,0.058186565],"study_design_scores_gemma":[0.0034427703,0.0013622409,0.7495266,0.0035737022,0.00059008296,0.000005212445,0.05329982,0.0006891497,0.06002454,0.0022591888,0.12392631,0.001300354],"about_ca_topic_score_codex":0.0032771092,"about_ca_topic_score_gemma":0.00011565134,"teacher_disagreement_score":0.3238316,"about_ca_system_score_codex":0.000055128905,"about_ca_system_score_gemma":0.00004125219,"threshold_uncertainty_score":0.99834836},"labels":[],"label_agreement":null},{"id":"W2008940910","doi":"10.5402/2012/837380","title":"Attitudes and Beliefs towards Patients with Hazardous Alcohol Use: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"ISRN Emergency Medicine","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":7,"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":"CINAHL; Medicine; Emergency department; Scopus; Referral; Intervention (counseling); Brief intervention; MEDLINE; Family medicine; Psychological intervention; Medical emergency; Nursing","score_opus":0.1850773889596617,"score_gpt":0.4908629441767536,"score_spread":0.3057855552170919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008940910","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":[0.00004241264,0.9883781,0.000007991088,0.000086649976,0.0021752904,0.007980322,0.00008338613,0.00010653645,0.0011392845],"genre_scores_gemma":[0.0004363208,0.9924703,0.000017072058,0.00010981417,0.0010971584,0.001921609,0.00033438762,0.00014709351,0.0034661968],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9934953,0.0015093853,0.0026762155,0.00055159564,0.0008965799,0.00087092305],"domain_scores_gemma":[0.99620324,0.00036660238,0.0016260555,0.0008211296,0.0005478909,0.00043505811],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016174989,0.00079511246,0.00738389,0.00018105136,0.0005847116,0.0000043188857,0.00038495564,0.00052606064,0.002651064],"category_scores_gemma":[0.00096290145,0.00042511555,0.00024053383,0.00060625415,0.00014278086,0.00019701158,0.00018076968,0.0009941951,0.00030901647],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024985611,0.0000757386,0.006981362,0.95979875,0.0004074693,0.0000033650351,0.0024685552,1.4504906e-9,2.29112e-9,0.00016017022,0.0008093405,0.029292732],"study_design_scores_gemma":[0.00029996107,0.00009189365,0.0013570139,0.666511,0.005335312,4.635019e-7,0.00038923402,3.5971993e-8,7.943061e-10,0.0000044232534,0.32566252,0.00034813266],"about_ca_topic_score_codex":0.0009728548,"about_ca_topic_score_gemma":0.0014903632,"teacher_disagreement_score":0.32485318,"about_ca_system_score_codex":0.00017733686,"about_ca_system_score_gemma":0.0003081188,"threshold_uncertainty_score":0.99982005},"labels":[],"label_agreement":null},{"id":"W2028962514","doi":"10.5402/2012/417313","title":"Serum Levels of Biochemical Markers of Traumatic Brain Injury","year":2012,"lang":"en","type":"article","venue":"ISRN Emergency Medicine","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McMaster University","funders":"","keywords":"Glasgow Coma Scale; Traumatic brain injury; Medicine; Algorithm; Enolase; Internal medicine; Mathematics; Surgery; Psychiatry; Immunohistochemistry","score_opus":0.036662226235137006,"score_gpt":0.3280895054469163,"score_spread":0.2914272792117793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028962514","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":[0.99326456,0.0023228442,0.00043805607,0.0004944913,0.00046503087,0.00015025857,0.00006117182,0.000005980998,0.0027975964],"genre_scores_gemma":[0.99807733,0.000200319,0.0001878902,0.00007919657,0.00043935,0.0000074132154,0.000021807076,0.000017622844,0.0009690725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989006,0.000045781948,0.00046546358,0.00015363324,0.0001779327,0.0002565777],"domain_scores_gemma":[0.99933666,0.000010330381,0.00016144506,0.00030564898,0.00007786427,0.00010805622],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041274645,0.00013478483,0.00023636856,0.00005457765,0.00001826538,2.8005326e-7,0.00016235995,0.00011940658,0.0019071213],"category_scores_gemma":[0.00028767,0.00010719454,0.00009373837,0.00015139076,0.00014308878,0.000003995331,0.00005345714,0.00006501344,0.0000040560194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006704362,0.00009774039,0.008810694,0.00013100689,0.00006380534,1.2628557e-7,0.0001591469,3.771261e-7,0.967186,0.000114532784,0.01933445,0.004035073],"study_design_scores_gemma":[0.0006204601,0.0009228285,0.06785616,0.000116606454,0.00005043682,0.0000042914153,0.0005559852,0.000011593871,0.91780704,0.00010685561,0.01174876,0.00019896796],"about_ca_topic_score_codex":0.00003377051,"about_ca_topic_score_gemma":0.000007681904,"teacher_disagreement_score":0.05904547,"about_ca_system_score_codex":0.000004631782,"about_ca_system_score_gemma":0.00002642311,"threshold_uncertainty_score":0.99900526},"labels":[],"label_agreement":null},{"id":"W2064391420","doi":"10.5402/2012/259864","title":"Teaching Emergency Surgical Skills for Trauma Resuscitation-Mechanical Simulator versus Animal Model","year":2012,"lang":"en","type":"article","venue":"ISRN Emergency Medicine","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":24,"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 Toronto; St. Michael's Hospital","funders":"","keywords":"Advanced trauma life support; Likert scale; Resuscitation; Scale (ratio); Animal model; Simulation; Medicine; Medical education; Psychology; Medical emergency; Computer science; Emergency medicine","score_opus":0.09369963820377257,"score_gpt":0.4082313200446771,"score_spread":0.3145316818409045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064391420","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":[0.94726366,0.00082166994,0.0071760374,0.0032491472,0.0055885944,0.0009845592,0.00002583049,0.00030584296,0.03458468],"genre_scores_gemma":[0.991239,0.00011471393,0.0011884955,0.00011310937,0.0037450509,0.000060094702,0.00014524609,0.00007513377,0.003319159],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966269,0.000102712824,0.0011539746,0.00048072264,0.0007650581,0.0008706243],"domain_scores_gemma":[0.99783295,0.0005409113,0.00019915741,0.00037309955,0.00025120765,0.00080268644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014155358,0.00036398933,0.00063828385,0.00019963984,0.00028691292,0.000002756379,0.00015382841,0.00024450975,0.005776312],"category_scores_gemma":[0.0017569389,0.0002877322,0.00034358416,0.0003555311,0.000073095514,0.0002519715,0.000039953156,0.0004694699,0.00006558328],"study_design_candidate":"simulation_or_modeling","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":[0.052649345,0.013146626,0.11699424,0.002217084,0.0034801993,0.00017399673,0.032678705,0.009940491,0.012646194,0.33275616,0.06525745,0.3580595],"study_design_scores_gemma":[0.07555343,0.005234666,0.027493916,0.00045406105,0.0018349008,0.00005318113,0.003260725,0.5565788,0.0005532373,0.0038837304,0.32326585,0.0018334907],"about_ca_topic_score_codex":0.000034868703,"about_ca_topic_score_gemma":0.000014837983,"teacher_disagreement_score":0.5466383,"about_ca_system_score_codex":0.0000929022,"about_ca_system_score_gemma":0.000050176328,"threshold_uncertainty_score":0.9999575},"labels":[],"label_agreement":null}]}