{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003639537,0.000586102,0.004338952,0.0002705155,0.00005458028,0.00004312017,0.0002387866,0.0004602792,0.9935274],"category_scores_gemma":[0.0001455586,0.0004254606,0.002215913,0.0003660952,0.00005533725,0.00003494247,0.00005808144,0.0004548458,0.9968034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209948,"about_ca_system_score_gemma":0.0002746469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001006886,"about_ca_topic_score_gemma":3.305406e-8,"domain_scores_codex":[0.9975874,0.0002079881,0.0006671573,0.0005525174,0.0004895109,0.0004953606],"domain_scores_gemma":[0.9978115,0.0006602039,0.0001210932,0.0008253725,0.00005797786,0.0005238801],"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":[0.00003616432,0.00004666685,2.324624e-8,0.001867052,0.0002080921,0.000292407,0.000002521674,1.228992e-7,9.94039e-9,0.000001932093,0.1813419,0.8162031],"study_design_scores_gemma":[0.0002860708,0.0001606672,0.000001234025,0.003624819,0.001966022,0.0006550588,2.474207e-7,4.547822e-7,8.859426e-8,2.877804e-7,0.9928524,0.000452634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.943821e-8,0.4879027,5.577359e-8,0.00008631375,0.000002857841,0.0005252386,0.00001488944,0.0000877563,0.5113802],"genre_scores_gemma":[1.31918e-9,0.3341219,0.00003032467,0.00006348122,0.0004655292,0.00005638258,0.0001702135,0.00008359156,0.6650085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8157505,"threshold_uncertainty_score":0.9998197,"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."}}