{"id":"W1930492957","doi":"10.1177/1089253215584919","title":"Early Extubation and Fast-Track Management of Off-Pump Cardiac Patients in the Intensive Care Unit","year":2015,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Fast track; Intensive care unit; Track (disk drive); Cardiac surgery; Coronary care unit; Intensive care medicine; Emergency medicine; Cardiology; Surgery; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005835367,0.0001691009,0.0003477614,0.0001104798,0.00002079184,0.00002577112,0.0001271425,0.0001094762,0.000001452094],"category_scores_gemma":[0.00001681975,0.0001447549,0.00008282816,0.0002335479,0.00004149747,0.0001299403,0.00002967733,0.0001559162,0.000002630023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004484865,"about_ca_system_score_gemma":0.000008869957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003641493,"about_ca_topic_score_gemma":0.000005286276,"domain_scores_codex":[0.9988415,0.0001639733,0.0002587982,0.0002197319,0.0003267039,0.0001892933],"domain_scores_gemma":[0.9994209,0.00003689435,0.00003642194,0.0003019038,0.000132736,0.00007111746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002244043,0.00002039886,0.8836593,0.0007060441,0.0001599821,0.0001541494,0.01613419,0.001124283,0.00001000666,0.0002248152,0.00006188894,0.09772252],"study_design_scores_gemma":[0.0007136912,0.0001242213,0.9535756,0.0004791936,0.0001882931,0.00002399716,0.03959214,0.001082087,0.0001338184,0.00009027815,0.003662818,0.0003339342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903743,0.008623729,0.00005909456,0.00001180306,0.00005027669,0.000420433,0.000003364034,0.00002371765,0.0004332684],"genre_scores_gemma":[0.9989582,0.0007811628,0.0001349727,0.00003001306,0.00001499518,0.00003153976,0.00002053492,0.00002299529,0.000005632841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09738858,"threshold_uncertainty_score":0.5902932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471134120513257,"score_gpt":0.2441580587504633,"score_spread":0.2294467175453307,"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."}}