{"id":"W1798440183","doi":"10.1017/cbo9780511586040.009","title":"ICU Patient Scheduled for Intercurrent Surgery to Ischemic Heart Disease","year":2007,"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":"Columbia College","funders":"","keywords":"Medicine; 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":[0.00008470702,0.0002719536,0.000324898,0.0002873854,0.0003872498,0.0005084603,0.0002912898,0.0003674533,0.07375],"category_scores_gemma":[0.0003984116,0.00008244431,0.0001861539,0.0003431761,0.00009063734,0.0005429511,0.0003939793,0.00108413,0.01604486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290907,"about_ca_system_score_gemma":0.0004419513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007876959,"about_ca_topic_score_gemma":0.003731316,"domain_scores_codex":[0.9999522,0.000009578017,0.000003183814,0.000005379476,0.0000212588,0.000008384592],"domain_scores_gemma":[0.9999163,0.000034263,0.000007041628,0.000002434847,0.00001631131,0.00002360183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00001636135,0.00006495612,0.000566293,0.0001972336,0.000003083842,0.001092277,0.0002032912,0.0000906373,0.0001453533,0.002674727,0.8717503,0.1231956],"study_design_scores_gemma":[0.00001297887,0.00009018061,0.006483918,0.0009302103,0.000008834342,0.004649446,0.0004478693,0.0002217302,0.0001940529,0.003205949,0.9837399,0.00001488568],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007776834,0.02833277,0.002385083,0.02173272,0.008872331,0.0001492899,0.002725055,0.0003908805,0.927635],"genre_scores_gemma":[0.05534884,0.05352204,0.004290642,0.02027108,0.004210433,0.0001541153,0.003880243,0.0001536463,0.8581691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07375,"threshold_uncertainty_score":0.2467183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419707928011429,"score_gpt":0.249611393847484,"score_spread":0.2076406010463411,"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."}}