{"id":"W4406542447","doi":"10.1016/j.ymed.2016.08.034","title":"10.1016/j.ymed.2016.08.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Anesthesia; Intensive care medicine; General surgery; Internal medicine; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005426356,0.0005765406,0.0003309163,0.001059289,0.0007788857,0.001875709,0.0006779465,0.002321884,0.8757539],"category_scores_gemma":[0.001896549,0.0002631844,0.0003821604,0.0005438293,0.0005285426,0.001766789,0.001030079,0.001264684,0.7603071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008237193,"about_ca_system_score_gemma":0.001386629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003035509,"about_ca_topic_score_gemma":0.003155681,"domain_scores_codex":[0.9997607,0.00002486897,0.00002492144,0.00004538408,0.00005874829,0.00008541819],"domain_scores_gemma":[0.9988669,0.0001648443,0.0001447737,0.0000372403,0.0002028645,0.0005833402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003127722,0.0003526012,0.01327634,0.0003920294,0.00003317065,0.0004444215,0.0001430231,0.0001743965,0.000344402,0.003319306,0.4269239,0.5542837],"study_design_scores_gemma":[0.0001053542,0.0001856854,0.01705182,0.001509069,0.00004720422,0.003671111,0.0006862906,0.0002919958,0.0004212349,0.004975872,0.9710188,0.00003554853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01139403,0.01215987,0.001625659,0.02308332,0.004237157,0.0001101587,0.005556618,0.001219037,0.9406141],"genre_scores_gemma":[0.03872132,0.005308639,0.00162223,0.003465973,0.00148335,0.00009540438,0.00271129,0.0002448499,0.946347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1242461,"threshold_uncertainty_score":0.177222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005581181166608443,"score_gpt":0.1917393166661623,"score_spread":0.1861581354995539,"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."}}