{"id":"W2061360577","doi":"10.1016/s0003-4975(03)00757-4","title":"Evarts A. Graham: The Life, Lives and Times of the Surgical Spirit of St. Louis: C. Barber Mueller, MD, FACS, Hamilton, Ontario, BC Becker Inc, 2002, 494 pp, illustrated, $48.00isbn: 1-55009-222-7","year":2003,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Commission; Medicine; Subject (documents); Taste; Psychoanalysis; Art history; Gerontology; Law; History; Psychology; Library science","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":[0.006663233,0.0004183624,0.00118295,0.0002076736,0.0002673632,0.00002305767,0.0004765679,0.0002802867,0.005786133],"category_scores_gemma":[0.004429472,0.0002221464,0.00050976,0.0007453127,0.00223655,0.0002254522,0.0001462819,0.001050399,0.00007588814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003727434,"about_ca_system_score_gemma":0.0008713928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320647,"about_ca_topic_score_gemma":0.000655615,"domain_scores_codex":[0.9946064,0.001771362,0.001272226,0.0004400042,0.001345376,0.0005646404],"domain_scores_gemma":[0.9924458,0.004266164,0.0009807745,0.001327995,0.000624451,0.000354831],"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":[0.002299221,0.001234919,0.01838282,0.0005915621,0.001041384,0.0001623033,0.005522465,0.00002980206,0.0006275469,0.000381351,0.9630322,0.006694391],"study_design_scores_gemma":[0.0004907181,0.0001656532,0.007089338,0.0007972061,0.0006512877,0.0002957585,0.001491624,0.0000361992,0.007567749,0.0003364367,0.9807435,0.0003345224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218063,0.04523779,0.000006048793,0.0136284,0.0007600196,0.000769747,0.00005312484,0.0000405016,0.01769805],"genre_scores_gemma":[0.9807246,0.004647738,0.00008460142,0.002104538,0.0001978135,0.00002105015,0.00001726311,0.00006252146,0.0121399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05891825,"threshold_uncertainty_score":0.9951227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08439344125361561,"score_gpt":0.3395034576146307,"score_spread":0.255110016361015,"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."}}