{"id":"W1986557772","doi":"10.1155/2015/751320","title":"Cardiac Emergencies in Neurosurgical Patients","year":2015,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Neurosurgery; Medicine; Intensive care medicine; Perioperative; Cardiac surgery; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002528828,0.0002967658,0.002040404,0.001498595,0.00004250328,0.0000601115,0.0004211675,0.0003629234,0.0004195919],"category_scores_gemma":[0.001608054,0.0002088407,0.001153422,0.001027034,0.0002316914,0.00006654987,0.0002718119,0.0009410451,0.0006616039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863216,"about_ca_system_score_gemma":0.0006531677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003222108,"about_ca_topic_score_gemma":0.000001049269,"domain_scores_codex":[0.9945552,0.0008362532,0.0007482591,0.0005310244,0.00276814,0.0005611618],"domain_scores_gemma":[0.9975385,0.0008275178,0.00009532296,0.0003660257,0.0007431408,0.0004294736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001535548,0.0006822309,0.01008202,0.002786787,0.00053383,0.001003027,0.00005626567,7.280159e-8,7.524378e-7,0.002203009,0.03789302,0.9446054],"study_design_scores_gemma":[0.0005990717,0.0001100657,0.0019596,0.001422025,0.00007169543,0.00003246516,0.00001358106,0.000002944353,2.147424e-7,0.0000102762,0.9956012,0.0001768614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001971689,0.9525145,3.909051e-7,0.0004446034,0.002914756,0.001143701,0.0001399817,0.00003509779,0.04260976],"genre_scores_gemma":[0.0000453655,0.9836342,0.00003543675,0.00002668643,0.001016354,0.0002146607,0.0009932288,0.00004807104,0.01398594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9577082,"threshold_uncertainty_score":0.8516278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3302550088050719,"score_gpt":0.5342816525021518,"score_spread":0.2040266436970798,"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."}}