{"id":"W4412196388","doi":"10.1139/facets-2025-0139","title":"Professor Jeremy Nichol McNeil, a retrospective","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002785568,0.000182745,0.0001673293,0.002619253,0.003762315,0.001769685,0.000815002,0.002080806,0.01558744],"category_scores_gemma":[0.02790946,0.0004534247,0.0001867637,0.002046523,0.0020757,0.002772883,0.001400758,0.004714251,0.001986354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003173654,"about_ca_system_score_gemma":0.007690576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02849063,"about_ca_topic_score_gemma":0.06633347,"domain_scores_codex":[0.9987834,0.0004434875,0.00008740559,0.0002028541,0.0002852577,0.0001975363],"domain_scores_gemma":[0.9871802,0.005926533,0.001102967,0.0006035439,0.002482131,0.002704644],"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":[0.00009508032,0.00008085631,0.05025676,0.0001944476,0.00001916287,0.004516472,0.009097035,0.00003480377,0.0002990575,0.01158415,0.8827987,0.04102352],"study_design_scores_gemma":[0.00002700094,0.00005209156,0.03805385,0.0008559007,0.00002465761,0.009276345,0.02170842,0.00004971664,0.0003614187,0.004090543,0.9254623,0.00003773941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05022092,0.02743437,0.001027831,0.8549982,0.01525378,0.0001878782,0.001428987,0.00005025819,0.04939779],"genre_scores_gemma":[0.2733931,0.06341077,0.001643974,0.4319453,0.0257685,0.000486901,0.001545962,0.0002940972,0.2015113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02849063,"threshold_uncertainty_score":0.05664963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528129317724554,"score_gpt":0.3466066931089407,"score_spread":0.3313253999316952,"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."}}