{"id":"W4406578371","doi":"10.1016/s1544-8800(07)70129-x","title":"10.1016/s1544-8800(07)70129-x","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":[0.0009647305,0.002519651,0.001456794,0.002557344,0.002198756,0.002723212,0.002672871,0.005196423,0.9884072],"category_scores_gemma":[0.001567242,0.0007183594,0.001192913,0.001968218,0.00139822,0.003977577,0.003061508,0.002461801,0.9896652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004467,"about_ca_system_score_gemma":0.001195358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004821375,"about_ca_topic_score_gemma":0.004281041,"domain_scores_codex":[0.9993982,0.00004458737,0.00004969021,0.0001866986,0.0001522048,0.0001685334],"domain_scores_gemma":[0.9979914,0.0005327361,0.0001123347,0.0001700168,0.000367232,0.0008262729],"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":[0.0004255544,0.0003540337,0.001222304,0.000508031,0.00003418498,0.0002891844,0.0001153814,0.0004467736,0.00171722,0.004141872,0.3881298,0.6026156],"study_design_scores_gemma":[0.00008925665,0.000162589,0.001353019,0.0003461794,0.00001693975,0.0004371262,0.0001410059,0.0002888151,0.0004979636,0.0006436299,0.9959971,0.00002632412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006418334,0.0003668811,0.0005391438,0.0004985773,0.0002992524,0.0001190769,0.0007644195,0.0007384393,0.9960323],"genre_scores_gemma":[0.0007240851,0.000168464,0.0003417799,0.0002537837,0.00008285135,0.00006153795,0.0003854831,0.0001332159,0.9978487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01159281,"threshold_uncertainty_score":0.01653576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005861676384693701,"score_gpt":0.1931703530300567,"score_spread":0.187308676645363,"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."}}