{"id":"W2097919674","doi":"10.1136/gutjnl-2012-302560","title":"Evidence or eminence: optimising patient outcomes by choosing the right doctor?","year":2012,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colectomy; Ulcerative colitis; Inflammatory bowel disease; Cohort; Population; Disease; Internal medicine; Emergency medicine; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03352603,0.0006511605,0.002739824,0.002151247,0.002076578,0.01158211,0.002452835,0.007214189,0.02681747],"category_scores_gemma":[0.2464466,0.0007087083,0.00139462,0.001966851,0.003313386,0.01219056,0.006192444,0.008631234,0.006221743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004273014,"about_ca_system_score_gemma":0.01209384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540566,"about_ca_topic_score_gemma":0.004574281,"domain_scores_codex":[0.9638579,0.02420843,0.004934425,0.001096031,0.005031008,0.0008721509],"domain_scores_gemma":[0.8665545,0.08980266,0.01235128,0.003387701,0.01358245,0.01432131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006997767,0.0004075165,0.007887082,0.01014291,0.0005858809,0.0006267843,0.001322648,0.0005043984,0.0001784307,0.01650795,0.2267392,0.7343975],"study_design_scores_gemma":[0.002000411,0.001032665,0.01175226,0.109814,0.001425303,0.003678436,0.007886567,0.001657693,0.000464547,0.2619097,0.5979971,0.0003812538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005172228,0.1033151,0.007547871,0.852344,0.00766628,0.0002888049,0.0003212094,0.0001427844,0.02320183],"genre_scores_gemma":[0.2187245,0.2513478,0.08868409,0.3895308,0.03919511,0.001325073,0.0007995507,0.0004639901,0.009929198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03352603,"threshold_uncertainty_score":0.1773047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849526032682466,"score_gpt":0.2807197836452734,"score_spread":0.2622245233184488,"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."}}