{"id":"W2493236815","doi":"10.1017/cbo9780511576652.007","title":"Pharmaco-physiological approaches to the high-risk surgical patient","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care medicine; Psychology","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":[0.000304921,0.0005822221,0.0002895407,0.0004965362,0.0003835412,0.001116905,0.0005534104,0.0008685233,0.02927921],"category_scores_gemma":[0.0008786957,0.0001300517,0.0002763673,0.0004592851,0.0006831465,0.0009225778,0.0008741257,0.002853472,0.007784318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241255,"about_ca_system_score_gemma":0.0007947179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005802736,"about_ca_topic_score_gemma":0.002966371,"domain_scores_codex":[0.9998939,0.00002806619,0.000005080248,0.00001158561,0.00005372455,0.000007596304],"domain_scores_gemma":[0.9997942,0.0001177182,0.00001432227,0.00000809689,0.00002939397,0.00003631035],"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":[0.00001674877,0.00007585095,0.0001487681,0.0006601138,0.000008588398,0.0003385392,0.000342249,0.0003660248,0.0003975136,0.02946225,0.5776957,0.3904877],"study_design_scores_gemma":[0.00001042496,0.00004916683,0.001138548,0.001152797,0.000008077575,0.002273682,0.0002297974,0.0002323344,0.0001758423,0.03028432,0.9644319,0.00001319086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001585158,0.3182271,0.01275579,0.04984106,0.01030968,0.0000922706,0.0002581877,0.0003311998,0.6065995],"genre_scores_gemma":[0.02039856,0.483675,0.01343711,0.02422275,0.008356803,0.0001878623,0.000349689,0.000152389,0.4492198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02927921,"threshold_uncertainty_score":0.09794867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06307360783710536,"score_gpt":0.2180893182850954,"score_spread":0.15501571044799,"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."}}