{"id":"W3000454200","doi":"10.1177/2192568219849391","title":"Ambulatory Surgical Centers: Improving Quality of Operative Spine Care?","year":2020,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Remuneration; Health care; Quality (philosophy); Patient safety; Ambulatory; Quality management; Medical emergency; Operations management; Surgery; Business; Management system","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":[0.01232452,0.000848362,0.002230646,0.003964013,0.0005147385,0.003684816,0.001917733,0.004329543,0.01012114],"category_scores_gemma":[0.1046278,0.0005793907,0.002619354,0.005247273,0.001717592,0.004274759,0.001372973,0.002779916,0.0007335526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005706959,"about_ca_system_score_gemma":0.01455498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007410583,"about_ca_topic_score_gemma":0.01234119,"domain_scores_codex":[0.9869462,0.006887523,0.002584408,0.001032438,0.002036632,0.0005128983],"domain_scores_gemma":[0.924749,0.05677078,0.01222289,0.0007694707,0.004811651,0.0006761808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004044926,0.00003160616,0.0009384459,0.8027793,0.002856969,0.0002078463,0.0005853753,0.0003358591,0.00008967809,0.01108501,0.06786083,0.1128245],"study_design_scores_gemma":[0.0002509335,0.0001313552,0.002260872,0.8592727,0.004515041,0.0004749646,0.0007237643,0.0001118361,0.00009137248,0.003219056,0.1289107,0.0000373022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0002798486,0.9833341,0.0001628656,0.01303599,0.001645836,0.0001269467,0.0003164843,0.000006166232,0.00109177],"genre_scores_gemma":[0.01554909,0.960737,0.0005564766,0.01827995,0.003979198,0.0004728889,0.0001698298,0.00001030488,0.0002452197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01232452,"threshold_uncertainty_score":0.06517911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944239902814299,"score_gpt":0.3688260421013392,"score_spread":0.3293836430731962,"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."}}