{"id":"W2782700451","doi":"10.1097/aln.0000000000002074","title":"Do Anesthetic Choices Signal Quality?","year":2018,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthetic; Quality (philosophy); Anesthesia; SIGNAL (programming language)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03039649,0.000662341,0.001715002,0.003683563,0.0009502704,0.006011107,0.00200334,0.00331745,0.009474081],"category_scores_gemma":[0.2254465,0.0006925426,0.00156892,0.0042899,0.003016105,0.006850159,0.002598292,0.004580834,0.001427013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282954,"about_ca_system_score_gemma":0.002785125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450553,"about_ca_topic_score_gemma":0.01113993,"domain_scores_codex":[0.9814143,0.00893566,0.001749048,0.003539326,0.003088869,0.001272804],"domain_scores_gemma":[0.8185055,0.1161283,0.03881301,0.008226734,0.01337214,0.004954271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000499567,0.0002050031,0.920981,0.0005787975,0.00129628,0.00008241506,0.00108719,0.0007499366,0.00005614947,0.007483035,0.01267989,0.05430072],"study_design_scores_gemma":[0.0002652241,0.0005155068,0.8796067,0.001750465,0.001071402,0.0003431351,0.002646918,0.008433033,0.0002742352,0.0854793,0.01943101,0.0001830525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.5893797,0.07686976,0.03080043,0.2423551,0.005500592,0.0005213289,0.01103108,0.0003491762,0.04319292],"genre_scores_gemma":[0.9612332,0.008389142,0.004166693,0.02073057,0.002563128,0.0001858641,0.001521568,0.00009409094,0.001115795],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03039649,"threshold_uncertainty_score":0.1607539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390532544639148,"score_gpt":0.32018298105947,"score_spread":0.2811297265955552,"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."}}