{"id":"W2320610046","doi":"10.1097/brs.0000000000000182","title":"Perioperative Characteristics and Outcomes of Patients Undergoing Anterior Cervical Fusion in July","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); Royal Bank of Canada","funders":"","keywords":"Medicine; Perioperative; Comorbidity; Retrospective cohort study; Cohort; Deep vein; Emergency medicine; Charlson comorbidity index; Demographics; Anterior cervical discectomy and fusion; Thrombosis; Surgery; Internal medicine; Cervical spine; Demography","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":[0.0007324688,0.0002201712,0.0004846969,0.001192804,0.0004063759,0.0006500751,0.0004006205,0.0003822465,0.0009396246],"category_scores_gemma":[0.002327788,0.0003481348,0.000500112,0.001723369,0.0003049916,0.0005679451,0.0005725984,0.0005016676,0.0001876235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008373357,"about_ca_system_score_gemma":0.0008908618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430382,"about_ca_topic_score_gemma":0.006807622,"domain_scores_codex":[0.9990947,0.0001744429,0.0001512135,0.0001831976,0.0002245392,0.0001718609],"domain_scores_gemma":[0.9971878,0.0003111375,0.001816805,0.0001342879,0.000291095,0.0002588869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006166355,0.00002806806,0.9993905,0.00000710323,0.00002613717,0.00004166364,0.00002141836,0.00001912233,0.00003982866,0.000006205926,0.00007170063,0.0002865247],"study_design_scores_gemma":[0.00001321511,0.0001588817,0.9987632,0.000008744455,0.00002757653,0.0004260606,0.0002193268,0.0001668234,0.00004594693,0.00001123762,0.0001551136,0.000003866727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986477,0.0001227833,0.00005952027,0.00002052995,0.000003697603,0.0000244546,0.0009009819,0.000002137754,0.0002182275],"genre_scores_gemma":[0.9977915,0.0001029441,0.0001161437,0.0000462641,0.00001223702,0.00005819149,0.001816052,0.000001759649,0.00005491085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004430382,"threshold_uncertainty_score":0.008809209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007752535040610608,"score_gpt":0.2667558604902572,"score_spread":0.2590033254496465,"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."}}