{"id":"W4406394272","doi":"10.1016/j.ysur.2015.03.235","title":"10.1016/j.ysur.2015.03.235","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Harm; Measure (data warehouse); Quality (philosophy); Quality Score; Surgery; Data mining; Operations management; Social psychology; Metric (unit)","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":[0.0007583314,0.0008188093,0.0003963197,0.001593995,0.0009427538,0.002387688,0.0007816443,0.002469366,0.8908159],"category_scores_gemma":[0.002189498,0.0003056405,0.0005111163,0.0007245843,0.0006764495,0.002041231,0.001322815,0.001244349,0.7988485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008745343,"about_ca_system_score_gemma":0.001495333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002934377,"about_ca_topic_score_gemma":0.002777094,"domain_scores_codex":[0.9997017,0.00003187659,0.00003139781,0.00006963955,0.00007486261,0.00009055233],"domain_scores_gemma":[0.9988272,0.0002094239,0.0001672907,0.00005162146,0.0002250552,0.0005194034],"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":[0.0002253895,0.0003329175,0.01007077,0.000445277,0.00003404062,0.0003804993,0.0001623837,0.0001987788,0.0003191792,0.004442724,0.3449851,0.638403],"study_design_scores_gemma":[0.00009346838,0.0001866353,0.01334143,0.001602721,0.00006744209,0.003525996,0.0007672111,0.0004489731,0.0004617889,0.007555904,0.9719065,0.000041831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009709925,0.01094155,0.002306199,0.0138821,0.003384349,0.0001290761,0.004260897,0.001578436,0.9538075],"genre_scores_gemma":[0.03685692,0.005548782,0.001963675,0.002792961,0.001277771,0.0001151183,0.002403843,0.0003497801,0.9486911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1091841,"threshold_uncertainty_score":0.1557379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005975986880656974,"score_gpt":0.2032837639608203,"score_spread":0.1973077770801633,"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."}}