{"id":"W3123903214","doi":"10.1097/paf.0000000000000665","title":"Autopsy Education in Canadian Pathology Programs","year":2021,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Autopsy; Medicine; Family medicine; Gross examination; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710194,0.0001730758,0.0001285267,0.001279378,0.002956486,0.00107864,0.001017271,0.0003436463,0.01415596],"category_scores_gemma":[0.00672178,0.0001983895,0.0002204396,0.002251758,0.0008590311,0.0005252005,0.001222428,0.0006878092,0.0005523965],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02231705,"about_ca_system_score_gemma":0.07119077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9147367,"about_ca_topic_score_gemma":0.9563668,"domain_scores_codex":[0.9985246,0.0001539294,0.00005018661,0.0001125055,0.0005951971,0.0005636266],"domain_scores_gemma":[0.9906646,0.000559699,0.001156856,0.0001064487,0.002376108,0.005136276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367073,0.0002584416,0.8141415,0.0005454735,0.00003465553,0.0006968686,0.008338819,0.0004277679,0.0007117593,0.001476898,0.04448876,0.1287424],"study_design_scores_gemma":[0.00001677918,0.00009740164,0.9410263,0.0003635223,0.00002160984,0.0005142777,0.007747909,0.0001908529,0.0002161172,0.0001117216,0.04966831,0.00002513425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432907,0.002518315,0.0004957257,0.01306424,0.0002220269,0.0001680587,0.002785507,0.0001217219,0.03733378],"genre_scores_gemma":[0.9865032,0.002906526,0.000819064,0.002263752,0.00006862263,0.00005194204,0.001395905,0.00001915302,0.005971769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9776829,"threshold_uncertainty_score":0.1715307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226852252576547,"score_gpt":0.3169944139683132,"score_spread":0.3047258914425477,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}