{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007355583,0.0001854777,0.000996951,0.0006066579,0.00003439597,0.000004292708,0.000127679,0.0001140123,0.0001962801],"category_scores_gemma":[0.0006529209,0.0001403792,0.0001299153,0.0006293045,0.000761776,0.00005049761,0.00002398032,0.0005673777,0.000006624629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806489,"about_ca_system_score_gemma":0.003759962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01171127,"about_ca_topic_score_gemma":0.02283399,"domain_scores_codex":[0.9980323,0.0002004711,0.0007843571,0.0002401772,0.0002349583,0.0005076912],"domain_scores_gemma":[0.9981018,0.00007695972,0.0004790336,0.0003343032,0.0004974857,0.0005103707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006325691,0.0001347847,0.2831847,0.00002138832,0.00002681874,0.01226593,0.0009947035,4.780206e-7,0.001269458,0.001727915,0.002401128,0.6979095],"study_design_scores_gemma":[0.002523683,0.007670197,0.7894288,0.0008170598,0.0002870303,0.1270039,0.00705242,0.00002190004,0.0008288154,0.002955727,0.0611168,0.0002937425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675833,0.001332688,0.0003790459,0.02471085,0.0008340097,0.0001828245,0.000001226415,0.00002318157,0.004952863],"genre_scores_gemma":[0.9697925,0.0003446862,0.01879816,0.009911953,0.0004890688,0.000008473691,0.00002930666,0.00002627769,0.0005995664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6976157,"threshold_uncertainty_score":0.9949967,"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."}}