{"id":"W4311581667","doi":"10.1503/cmaj.221675","title":"December 2022 obituaries","year":2022,"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; Information retrieval; Data science","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":[],"category_scores_codex":[0.00132168,0.00007665563,0.000190256,0.0001661007,0.0005757067,0.00003388437,0.0001361695,0.0001351479,0.05987621],"category_scores_gemma":[0.0008692252,0.00007067277,0.000119267,0.0002284927,0.00002136092,0.00004877238,0.0000358322,0.001351373,0.00006884601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922293,"about_ca_system_score_gemma":0.00360151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327495,"about_ca_topic_score_gemma":0.006336943,"domain_scores_codex":[0.997672,0.0001065201,0.0002791075,0.0001008166,0.001479187,0.0003623258],"domain_scores_gemma":[0.9984041,0.00007454793,0.0001232595,0.00008940384,0.0001367512,0.00117191],"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":[0.000009546829,0.0000235497,0.1575596,0.000003185566,0.0000701816,0.001237834,0.0001994104,0.000001430991,0.000007578915,0.001245252,0.8207121,0.01893033],"study_design_scores_gemma":[0.0005405471,0.00008761464,0.03779547,0.000008728563,0.00002516615,0.002176896,0.0004416445,0.00009081478,0.000009895751,0.0003876634,0.958357,0.00007850683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4024562,0.001480742,0.0005373178,0.4859071,0.004428125,0.0005201147,0.00009202526,0.0002266764,0.1043517],"genre_scores_gemma":[0.8552146,0.0001645636,0.0006356717,0.1156552,0.001847952,0.00003595114,0.00003690498,0.00003698566,0.02637214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4527584,"threshold_uncertainty_score":0.9409832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007513499055799244,"score_gpt":0.2550072013793187,"score_spread":0.2474937023235195,"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."}}