{"id":"W3093458043","doi":"10.1177/0003134820949520","title":"Theodor Billroth: Surgeon, Musician, and Composer","year":2020,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia, Okanagan Campus","funders":"","keywords":"Composition (language); Musical; Biography; Perspective (graphical); Art; Literature; History; Visual arts; Psychology; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009572369,0.0004412371,0.0002695665,0.001050136,0.002958941,0.004055842,0.0004589437,0.00160706,0.00891007],"category_scores_gemma":[0.00445466,0.0002127583,0.0001239933,0.0008569431,0.004428445,0.002662692,0.00173572,0.002814641,0.004124633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474352,"about_ca_system_score_gemma":0.002398596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672251,"about_ca_topic_score_gemma":0.007204926,"domain_scores_codex":[0.9986109,0.0003472723,0.00008602571,0.0002347271,0.0006003223,0.0001206656],"domain_scores_gemma":[0.9990947,0.0002555505,0.0001089169,0.00003805605,0.0001636456,0.0003391789],"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":[0.0000872618,0.0000438204,0.002614505,0.0002932313,0.00001061007,0.0007943031,0.007418236,0.00007711255,0.00116589,0.1139874,0.673512,0.1999956],"study_design_scores_gemma":[0.000004674277,0.00001563464,0.0012158,0.0002453163,0.000003484112,0.001905541,0.002021833,0.0000340163,0.0001939794,0.005010122,0.9893357,0.00001394428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02044398,0.248222,0.007758182,0.3802048,0.05952894,0.00008092243,0.0001532034,0.0003124892,0.2832955],"genre_scores_gemma":[0.2836485,0.1370268,0.01327591,0.1191528,0.03654432,0.0001270887,0.0001167937,0.0004792961,0.4096285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00891007,"threshold_uncertainty_score":0.02980709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622014766795895,"score_gpt":0.227073387301145,"score_spread":0.1708532396331861,"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."}}