{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003390046,0.0004894261,0.0005348784,0.001638713,0.0003837259,0.0007898592,0.000436385,0.000789182,0.001728097],"category_scores_gemma":[0.001516684,0.0001133426,0.0003671206,0.001071953,0.0003829512,0.000807566,0.0004884227,0.001032564,0.0004273633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285332,"about_ca_system_score_gemma":0.001039622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462705,"about_ca_topic_score_gemma":0.002489052,"domain_scores_codex":[0.999775,0.00005622699,0.00005115377,0.00003062792,0.0000683708,0.000018589],"domain_scores_gemma":[0.9994972,0.0002552967,0.0001254325,0.000006497623,0.00008445973,0.00003112611],"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":[0.0000496176,0.0000689423,0.004621662,0.02005016,0.00008139176,0.001553617,0.0004331304,0.0002453479,0.0004418126,0.002875401,0.02053745,0.9490414],"study_design_scores_gemma":[0.00003122234,0.0002580085,0.03607755,0.06826904,0.0005442026,0.0484539,0.002546835,0.0003501677,0.0006723729,0.00579745,0.8369131,0.00008608598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007969635,0.9966255,0.0001093496,0.0006859589,0.0002279693,0.000006989065,0.00001719968,0.000004257663,0.001525662],"genre_scores_gemma":[0.005194026,0.993821,0.0001706454,0.0002465232,0.0003101637,0.000006858272,0.00002164464,8.809315e-7,0.0002282883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001728097,"threshold_uncertainty_score":0.005781054,"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."}}