{"id":"W4324145947","doi":"10.1503/cmaj.230229","title":"March 2023 obituaries","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001413486,0.00007871139,0.0001982457,0.0002820595,0.0002124109,0.00004935911,0.0001137573,0.0003100577,0.007675862],"category_scores_gemma":[0.002011139,0.00006642001,0.0001098825,0.0004561732,0.00003011491,0.00005485689,0.00001678183,0.0007997289,0.001198544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140119,"about_ca_system_score_gemma":0.00255942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407236,"about_ca_topic_score_gemma":0.006399618,"domain_scores_codex":[0.9980131,0.00005133025,0.0002768926,0.00009884435,0.001091353,0.0004685111],"domain_scores_gemma":[0.9981053,0.0001255621,0.00008064391,0.00008722822,0.0002033528,0.001397879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000405998,0.000006061547,0.1095052,0.00000802379,0.00005632206,0.001406934,0.00007691205,2.689611e-7,0.000008076175,0.0006641222,0.8674955,0.02076846],"study_design_scores_gemma":[0.0003804966,0.0000408435,0.2247174,0.00004582763,0.00001609881,0.0004138972,0.0001886519,0.0001460174,0.000009804537,0.0004800733,0.7734942,0.00006667937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2322142,0.0003035514,0.0002715244,0.7023093,0.002633462,0.0003795027,0.00006062525,0.0004445308,0.06138325],"genre_scores_gemma":[0.7591152,0.001704426,0.001241554,0.0980364,0.008487752,0.00003493823,0.0001467813,0.000095953,0.131137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6042729,"threshold_uncertainty_score":0.9995791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347117215911434,"score_gpt":0.2870181992998779,"score_spread":0.2735470271407636,"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."}}