{"id":"W4406479292","doi":"10.1016/j.ysur.2014.02.021","title":"10.1016/j.ysur.2014.02.021","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Systematic review; Intensive care medicine; Surgery; MEDLINE; Internal medicine","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":[0.0004598824,0.0008566579,0.0008460984,0.001693589,0.0002873065,0.001581335,0.0007060394,0.00160764,0.3325104],"category_scores_gemma":[0.001434653,0.0002632398,0.0006631995,0.002193314,0.0003971377,0.001460096,0.0007294821,0.001217909,0.1877206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004841893,"about_ca_system_score_gemma":0.001085625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020306,"about_ca_topic_score_gemma":0.002055985,"domain_scores_codex":[0.999855,0.00002174506,0.00002571388,0.00002945343,0.00004439385,0.00002362741],"domain_scores_gemma":[0.9995781,0.0001534714,0.0001189483,0.00001237333,0.00008663703,0.00005055875],"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":[0.0001719516,0.00008063647,0.0008074032,0.01208011,0.0001336785,0.0001454359,0.00008405659,0.0001459243,0.0003783097,0.002396486,0.08293708,0.9006389],"study_design_scores_gemma":[0.00006442255,0.00008147121,0.001924852,0.01027508,0.0002101446,0.001190216,0.0001031804,0.00005518451,0.0001702548,0.001434837,0.9844744,0.0000160324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001258031,0.9370698,0.0004531219,0.003279904,0.001562582,0.00003236648,0.001602738,0.0001811357,0.05456026],"genre_scores_gemma":[0.01207134,0.882589,0.001645331,0.002990894,0.001615474,0.0001035961,0.002251184,0.00007904951,0.09665412],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6674896,"threshold_uncertainty_score":0.9520929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795654898751237,"score_gpt":0.2551819895579084,"score_spread":0.2372254405703961,"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."}}