{"id":"W2969564442","doi":"10.1016/j.spinee.2019.05.027","title":"14. Day surgery anterior cervical discectomy and fusion at one, two and three levels is safe and effective in a public health system: experience from 273 patients at a single Canadian institution","year":2019,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Anterior cervical discectomy and fusion; Surgery; Single level; Discectomy; Cervical spine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001547004,0.0001374332,0.0003902294,0.0001632519,0.0002904654,0.00007733986,0.00005004903,0.00005444209,0.0001378804],"category_scores_gemma":[0.0008939191,0.00009497937,0.00003568141,0.0001452012,0.00009663108,0.0003643229,0.0001405329,0.0002779002,0.000007602744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009923413,"about_ca_system_score_gemma":0.0002745817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03553244,"about_ca_topic_score_gemma":0.1061523,"domain_scores_codex":[0.9981521,0.0002988894,0.0007037043,0.0002509246,0.0002977114,0.0002966275],"domain_scores_gemma":[0.9987157,0.0002188613,0.0003657808,0.0001624787,0.000110884,0.0004262851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601276,0.0001011881,0.9295585,0.0001002831,0.00003794747,0.00001969856,0.002961316,5.887033e-7,0.003353115,0.00000918462,0.0001732775,0.06352474],"study_design_scores_gemma":[0.003309418,0.0003675262,0.9939024,0.0006578419,0.00003188138,0.0001880301,0.0004650338,0.0005289503,0.0000489667,0.00002792067,0.0003759279,0.00009612166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864163,0.0004098841,0.0001782436,0.01176305,0.0003673181,0.0007680909,0.00003723769,0.000007509398,0.0000523359],"genre_scores_gemma":[0.9977415,0.0001418269,0.0001732861,0.00173537,0.0001486282,0.000009935752,0.00002008851,0.00001203564,0.00001735893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07061989,"threshold_uncertainty_score":0.97089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146097809109979,"score_gpt":0.3912499448529766,"score_spread":0.2451521357429976,"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."}}