{"id":"W4406550300","doi":"10.1016/s1541-9800(05)70064-8","title":"10.1016/s1541-9800(05)70064-8","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; General surgery","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":[0.001011744,0.002487284,0.001446384,0.002516096,0.002184298,0.002622798,0.002706822,0.005583978,0.9876816],"category_scores_gemma":[0.001619534,0.0007028299,0.001256136,0.001900208,0.001297099,0.003923825,0.002992109,0.002405642,0.989436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009843806,"about_ca_system_score_gemma":0.001129359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004039184,"about_ca_topic_score_gemma":0.003781704,"domain_scores_codex":[0.9993486,0.00004891251,0.00005601187,0.0002062859,0.0001583736,0.0001818497],"domain_scores_gemma":[0.9979751,0.0005256578,0.0001163169,0.0001667148,0.0004052399,0.000810997],"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":[0.0004880475,0.0003660477,0.001298655,0.0005382702,0.00003490825,0.0003400396,0.0001202107,0.0004096524,0.001922247,0.00402812,0.3406484,0.6498054],"study_design_scores_gemma":[0.00009180455,0.0001885916,0.001316171,0.000391651,0.00001753602,0.0005146367,0.0001400964,0.0002905373,0.000512102,0.0006824994,0.9958271,0.00002719657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007215408,0.0004301043,0.0006034112,0.0005179819,0.0003401038,0.0001272096,0.0006976866,0.0007619242,0.9958001],"genre_scores_gemma":[0.0007579138,0.0001693133,0.0003678829,0.0002654636,0.00008611153,0.00006512648,0.0003656886,0.0001249941,0.9977975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01231837,"threshold_uncertainty_score":0.01757056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005685235342048801,"score_gpt":0.1912905429045612,"score_spread":0.1856053075625124,"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."}}