{"id":"W197465466","doi":"10.1097/brs.0000000000000098","title":"Incidence, Outcomes, and Mortality of Reintubation After Anterior Cervical Fusion","year":2013,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); Royal Bank of Canada","funders":"","keywords":"Medicine; Perioperative; Surgery; Hematoma; Dysphagia; Statistical significance; Incidence (geometry); Complication; Aspiration pneumonia; Retrospective cohort study; Anterior cervical discectomy and fusion; Pneumonia; Internal medicine; Cervical spine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001014696,0.00007585418,0.0002326214,0.0000405424,0.00001381358,0.000006149661,0.00002802601,0.00005657794,0.002141888],"category_scores_gemma":[0.00006620741,0.00005141826,0.00004237131,0.00009123662,0.00004929403,0.00006942064,0.00006911041,0.000074536,0.00005510654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001054184,"about_ca_system_score_gemma":0.0000134423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002939942,"about_ca_topic_score_gemma":0.00003056163,"domain_scores_codex":[0.9993449,0.00001507822,0.0002387267,0.0001368269,0.0001656036,0.00009882149],"domain_scores_gemma":[0.999586,0.000008531919,0.00004871915,0.0001728131,0.00008530403,0.0000986043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005155177,0.00007270685,0.8794352,0.0002311295,0.00001514273,0.00001259313,0.00007548118,4.465977e-8,0.009649777,0.00007982913,0.00001716839,0.1103593],"study_design_scores_gemma":[0.0003846941,0.0001930465,0.9973072,0.0001203697,0.00003171134,0.00001105278,0.00001268425,0.0002317748,0.0009290933,0.0005723317,0.0001520809,0.000053981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968294,0.0002341191,0.0001516792,0.00125194,0.00006074862,0.0002259583,0.000002622925,0.00002013833,0.001223375],"genre_scores_gemma":[0.9982364,0.0000769675,0.0006323576,0.0004760819,0.00005724377,0.00001918952,0.000007923545,0.000005998021,0.0004878542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178719,"threshold_uncertainty_score":0.9987703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144973269689224,"score_gpt":0.288200631575284,"score_spread":0.2767508988783917,"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."}}