{"id":"W1608153454","doi":"10.1017/cbo9780511586040","title":"Anesthesia and Co-Existing Disease","year":2007,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Anesthesiology; Perioperative; Intensive care medicine; Disease; Malignant hyperthermia; Anesthesia; Anesthetic; Internal medicine","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":[0.0002797796,0.0006389569,0.000469687,0.000928311,0.000613781,0.00132139,0.0004108517,0.0008077464,0.03215687],"category_scores_gemma":[0.001906601,0.00020365,0.0003494379,0.0009250023,0.0007369614,0.00143378,0.0009840126,0.002390326,0.01378492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437346,"about_ca_system_score_gemma":0.001400808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842944,"about_ca_topic_score_gemma":0.0104064,"domain_scores_codex":[0.9996822,0.00004981523,0.00002519582,0.00003748086,0.0001676843,0.00003766],"domain_scores_gemma":[0.9995099,0.0002167349,0.00004469444,0.0000290791,0.0001075733,0.0000919384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001428688,0.00002537893,0.0004050916,0.0002567988,0.000005330641,0.0005358859,0.0001955817,0.00009461483,0.0001663914,0.01639071,0.7957771,0.1861328],"study_design_scores_gemma":[0.000002594252,0.00001064798,0.0006415637,0.0002652893,0.000002586429,0.001634976,0.00004524658,0.00002656846,0.00002182783,0.003175344,0.9941692,0.000004097568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001109366,0.2813562,0.001797055,0.02019614,0.02559313,0.00009554545,0.000495426,0.0002275846,0.6691296],"genre_scores_gemma":[0.01802129,0.2653188,0.005034461,0.02842523,0.0185612,0.000171026,0.0009723752,0.000185775,0.6633099],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03215687,"threshold_uncertainty_score":0.1075755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274137388722573,"score_gpt":0.2476420342887648,"score_spread":0.2202282954165075,"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."}}