{"id":"W4402890372","doi":"10.1177/21925682241287463","title":"The Influence of Wait Time on Surgical Outcomes in Elective Lumbar Degenerative Spine Conditions: A Retrospective Multicentre Cohort Study","year":2024,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Dalhousie University; Ottawa Hospital; University Health Network; University of Ottawa; McGill University; St. Michael's Hospital; Sault Area Hospital; Montreal General Hospital; Canada East Spine Centre; University of Alberta; Université Laval; London Health Sciences Centre; Université de Sherbrooke; University of Toronto; Western University; Thunder Bay Regional Health Sciences Centre; University of Calgary; Vancouver General Hospital; NOSM University; University of British Columbia","funders":"","keywords":"Medicine; Minimal clinically important difference; Retrospective cohort study; Oswestry Disability Index; Lumbar; Logistic regression; Referral; Cohort; Physical therapy; Surgery; Cohort study; Low back pain; Internal medicine; Randomized controlled trial","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":[0.002933327,0.00044831,0.0004752645,0.001035223,0.0007012426,0.0009274862,0.0006323008,0.0005428914,0.00155654],"category_scores_gemma":[0.005097598,0.0005911077,0.0009500943,0.001221263,0.0004534899,0.0009242288,0.0008061673,0.0006962463,0.0001968234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005994955,"about_ca_system_score_gemma":0.0006983752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393112,"about_ca_topic_score_gemma":0.005290432,"domain_scores_codex":[0.9978066,0.0005383011,0.000338492,0.0005980002,0.000345681,0.0003729677],"domain_scores_gemma":[0.9950292,0.0009535308,0.002639264,0.0005847418,0.0003218426,0.0004715483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002524722,0.00004924112,0.9986705,0.00002014277,0.0001022609,0.00007767793,0.00009211963,0.0000232331,0.00008143901,0.00002158014,0.00006312732,0.0005462777],"study_design_scores_gemma":[0.00003785552,0.0005252816,0.9981893,0.00001669653,0.00009548906,0.0003982595,0.0002605573,0.0002021644,0.00004713286,0.00003300014,0.0001831442,0.00001108256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989319,0.0004042735,0.0001865412,0.0000227425,0.00001068632,0.00003313536,0.0002909738,0.000002204252,0.0001173696],"genre_scores_gemma":[0.999223,0.000137975,0.0001286139,0.0000285965,0.00001602314,0.00005189964,0.000329008,0.000002447551,0.00008228465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00393112,"threshold_uncertainty_score":0.01551306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007757193911818895,"score_gpt":0.326936728213475,"score_spread":0.3191795343016561,"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."}}