{"id":"W2092610103","doi":"10.2106/jbjs.h.00036","title":"Orthopaedic Surgeons: Artists or Scientists?*","year":2009,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; McMaster University Medical Centre; University of Toronto","funders":"","keywords":"Art; Medicine","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":[0.003481305,0.0005397371,0.0005859321,0.001468109,0.001518154,0.004270959,0.0007375013,0.002486115,0.09330075],"category_scores_gemma":[0.02028122,0.0002909842,0.0002567681,0.001253049,0.001543466,0.003248717,0.001405844,0.002939352,0.03783619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009970218,"about_ca_system_score_gemma":0.002600892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000998401,"about_ca_topic_score_gemma":0.003282648,"domain_scores_codex":[0.9979265,0.000400281,0.0002140603,0.0002137244,0.0009591551,0.0002862606],"domain_scores_gemma":[0.9882361,0.00193683,0.0009143799,0.0003740278,0.003691976,0.004846637],"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":[0.00002059699,0.00001347431,0.0007373655,0.0001041659,0.000002520834,0.00006483113,0.0001003993,0.00001747632,0.00005720744,0.00279985,0.9275286,0.06855359],"study_design_scores_gemma":[0.0000118768,0.00002004408,0.0009843045,0.0004076237,0.000004415205,0.0005259294,0.0005016507,0.00002586875,0.00006221983,0.002358277,0.9950889,0.000008921699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001938834,0.06226261,0.0008990156,0.5745788,0.2240967,0.000044423,0.0002401659,0.0001607001,0.1357788],"genre_scores_gemma":[0.04038239,0.1257726,0.001916985,0.1909555,0.1730114,0.0001002635,0.0003493614,0.0002344095,0.4672771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09330075,"threshold_uncertainty_score":0.3121221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117105498862403,"score_gpt":0.2716427235939091,"score_spread":0.240471668605285,"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."}}