{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006606642,0.00008710062,0.000323619,0.00006309289,0.00002442726,0.000005852445,0.00002699234,0.0000420401,0.00006550668],"category_scores_gemma":[0.000322257,0.00005834537,0.0000317903,0.00006285411,0.00003400195,0.00003586032,0.00005477851,0.0000768305,0.000006463172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001637459,"about_ca_system_score_gemma":0.00002161136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009568002,"about_ca_topic_score_gemma":0.0000125428,"domain_scores_codex":[0.9994212,0.00001685751,0.000235534,0.0001184827,0.0001019665,0.0001058975],"domain_scores_gemma":[0.9996925,0.00002461806,0.00004937447,0.0001026392,0.00004603479,0.00008482933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003169175,0.0001214219,0.9873005,0.00009049086,0.000006957247,0.000003354478,0.0002664209,5.507287e-8,0.001101519,0.0001343059,0.000005183907,0.01093813],"study_design_scores_gemma":[0.001699456,0.0006155912,0.9962697,0.000186543,0.00001247047,0.000001118466,0.00004547998,0.0001379705,0.0002428814,0.00001164097,0.0007139017,0.00006322571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984462,0.00003536274,0.00004655296,0.0006386508,0.00007918949,0.0001373027,0.000005268667,0.000009215179,0.0006022384],"genre_scores_gemma":[0.9983497,0.0000440603,0.0007125685,0.0002817037,0.0000235058,0.000002220146,0.00001245083,0.000008578216,0.0005652601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108749,"threshold_uncertainty_score":0.2379255,"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."}}