{"id":"W4406589025","doi":"10.59350/nsph8-szf39","title":"Osler and McGill","year":2021,"lang":"en","type":"preprint","venue":"","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0002363038,0.0001205071,0.0003083183,0.00004458094,0.00003678604,0.000009157123,0.00004750892,0.0002794725,0.004735835],"category_scores_gemma":[0.001054507,0.000103003,0.0000595125,0.00002705208,0.00008867577,0.00003056643,0.0003305527,0.0009676905,0.0001089035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007782398,"about_ca_system_score_gemma":0.0001514424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124243,"about_ca_topic_score_gemma":0.00001584005,"domain_scores_codex":[0.9990472,0.00004690962,0.0001604727,0.0003430072,0.0002906909,0.0001117605],"domain_scores_gemma":[0.9991251,0.0001155108,0.00005349457,0.0003740474,0.0000780168,0.0002537864],"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":[0.0003635408,0.001222697,0.001699694,0.005990437,0.001219169,0.006951503,0.001479291,0.00000489259,0.004899696,0.001907214,0.6917555,0.2825064],"study_design_scores_gemma":[0.0005383715,0.00004214275,0.002549412,0.0002743455,0.0002522522,0.0002565525,0.0001675283,0.00009417653,0.0001746651,0.00007677916,0.9954249,0.0001488183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1311201,0.003721507,0.000545884,0.03175719,0.001669955,0.0004469846,0.000008068944,0.0002107883,0.8305196],"genre_scores_gemma":[0.7652828,0.001501786,0.04466835,0.03125463,0.0008372177,0.00004030076,0.0001252566,0.00008765229,0.156202],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6743175,"threshold_uncertainty_score":0.996174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04428421244008734,"score_gpt":0.3217129220233378,"score_spread":0.2774287095832505,"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."}}