{"id":"W2609388495","doi":"10.1097/md.0000000000006794","title":"Intraoperative cardiac arrest","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"Harbin Medical University","keywords":"Medicine; Resuscitation; Incidence (geometry); Anesthesia; Retrospective cohort study; Tachycardia; Complication; Surgery; Medical record; Cardiopulmonary resuscitation; Ventricular tachycardia","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":[0.0004028299,0.0001488025,0.0008288811,0.00005155332,0.0002410138,0.00002205544,0.0001276342,0.00007462743,0.0005143883],"category_scores_gemma":[0.000994279,0.00009153203,0.0002006942,0.0000435354,0.0004090385,0.0000674551,0.00003458738,0.0001831337,0.0001824373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000323628,"about_ca_system_score_gemma":0.00004471112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001598066,"about_ca_topic_score_gemma":0.000005318336,"domain_scores_codex":[0.9989774,0.000044084,0.0001962457,0.000219959,0.0003393114,0.0002229981],"domain_scores_gemma":[0.9986992,0.0001877898,0.0000679182,0.0007160324,0.00008259185,0.0002464365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000568478,0.0001565605,0.828878,0.000165203,0.0006998857,0.002649049,0.002392524,9.906788e-7,0.007625074,0.03016769,0.05427463,0.07242192],"study_design_scores_gemma":[0.001271017,0.0001904571,0.4618815,0.0001149148,0.0001592281,0.00002963849,0.0001653756,0.000008693652,0.0004874906,0.00002654128,0.5355735,0.00009164553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3320819,0.00125547,0.00006220341,0.08857138,0.002559761,0.0004814127,0.000003794467,0.0001040328,0.5748801],"genre_scores_gemma":[0.9770172,0.00030458,0.0001188131,0.001786481,0.002229623,0.00001652874,0.00001663078,0.00001888642,0.0184912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6449354,"threshold_uncertainty_score":0.5632191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589023910770142,"score_gpt":0.3236714924188139,"score_spread":0.2977812533111125,"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."}}