{"id":"W1964905091","doi":"10.1097/sla.0b013e318296c732","title":"The Comprehensive Complication Index","year":2013,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1729,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Context (archaeology); Complication; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01544006,0.001085558,0.001607785,0.01223906,0.0008047639,0.003048582,0.002031899,0.001015256,0.007002857],"category_scores_gemma":[0.077934,0.0003021499,0.003124666,0.006974058,0.001113739,0.003102739,0.003256323,0.001724105,0.00105902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003936134,"about_ca_system_score_gemma":0.005443959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197751,"about_ca_topic_score_gemma":0.003734201,"domain_scores_codex":[0.9824483,0.004248197,0.003375179,0.0009871774,0.008256849,0.0006843259],"domain_scores_gemma":[0.9349739,0.02285893,0.01845335,0.002858127,0.01792991,0.00292574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001155266,0.0005813288,0.4957065,0.002611776,0.001531254,0.0002295446,0.0004470496,0.006017537,0.0006114153,0.009095199,0.04184971,0.4401634],"study_design_scores_gemma":[0.0004392827,0.00297282,0.8847911,0.002796828,0.001424987,0.003187425,0.0006582652,0.01703689,0.001985143,0.01060482,0.0737476,0.0003547899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5572384,0.03768667,0.1765492,0.008139674,0.001981208,0.0174417,0.05501282,0.002576141,0.1433743],"genre_scores_gemma":[0.8500295,0.007087477,0.1037037,0.001899056,0.0007940054,0.007629911,0.02306588,0.00024141,0.005548994],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01544006,"threshold_uncertainty_score":0.0816558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173358225606559,"score_gpt":0.3529821144899331,"score_spread":0.1356462919292772,"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."}}