{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001963576,0.0001907436,0.0006138611,0.00003585769,0.00006369936,0.00002243864,0.0001590489,0.0001086072,0.0005372164],"category_scores_gemma":[0.0002739933,0.0001448007,0.0003547319,0.0002086845,0.0001113056,0.0001520652,0.0001172172,0.0003906662,0.00003305842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695063,"about_ca_system_score_gemma":0.0001938868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008566638,"about_ca_topic_score_gemma":0.000009924027,"domain_scores_codex":[0.9982551,0.0001145384,0.0007318008,0.0002445141,0.0003476682,0.0003063437],"domain_scores_gemma":[0.9988353,0.000001127507,0.0002585687,0.0001531667,0.0003245322,0.0004273172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001509439,0.001994806,0.2719155,0.00241258,0.001591928,0.009527354,0.004707505,0.0001333388,0.5157889,0.01072079,0.02730845,0.1523894],"study_design_scores_gemma":[0.007133937,0.003750782,0.9771786,0.0002242693,0.0001403461,0.002447474,0.001561334,0.0002707788,0.004227294,0.00003002387,0.002769201,0.0002659438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846505,0.002444632,0.002728513,0.003184014,0.0003380748,0.000178464,0.00003645253,0.00003488419,0.006404486],"genre_scores_gemma":[0.9943129,0.00006716783,0.002965756,0.001797767,0.0007767209,0.000001618762,0.00001842607,0.00001112235,0.00004849287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7052631,"threshold_uncertainty_score":0.5904799,"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."}}