{"id":"W1839948663","doi":"10.1097/aln.0000000000000882","title":"Perioperative Mortality, 2010 to 2014","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"University of California, San Francisco; Anesthesia Quality Institute; Vanderbilt University","keywords":"Medicine; Perioperative; Intensive care medicine; Anesthesia","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":[0.0007578164,0.0004415443,0.0002961863,0.001824841,0.0002648305,0.0005127867,0.0006137011,0.0002514178,0.003046409],"category_scores_gemma":[0.00282615,0.0002001459,0.0006798689,0.001788189,0.0001542489,0.0004318171,0.0006531582,0.000630576,0.0008162673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009131521,"about_ca_system_score_gemma":0.001002441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007268487,"about_ca_topic_score_gemma":0.00762839,"domain_scores_codex":[0.9991269,0.00009209479,0.0001665318,0.0002213277,0.000261339,0.0001319377],"domain_scores_gemma":[0.9986932,0.0001170634,0.0006900477,0.00005009599,0.0003087671,0.0001408642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002486558,0.00002517439,0.9851281,0.0001749521,0.0001759449,0.00006763218,0.00003844616,0.0001799549,0.0001234275,0.00006674125,0.006754633,0.007016332],"study_design_scores_gemma":[0.00002212667,0.00006258121,0.9960427,0.00005483071,0.00008427047,0.0003175552,0.00006806595,0.0003295523,0.00009951718,0.00004813842,0.002865332,0.000005313288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880382,0.00593507,0.001377951,0.0006470434,0.0002820393,0.0001443501,0.09440076,0.0002900642,0.008884544],"genre_scores_gemma":[0.9079941,0.002759503,0.0008972293,0.0003318891,0.0003190225,0.0002156028,0.08568897,0.00004199797,0.001751689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007268487,"threshold_uncertainty_score":0.01445234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06596630494060259,"score_gpt":0.3378596484468758,"score_spread":0.2718933435062733,"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."}}