{"id":"W4408219220","doi":"10.1503/cjs.010424","title":"Cost comparison of orthopedic sports medicine procedures in an ambulatory surgical centre and a hospital outpatient department","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Ambulatory; Orthopedic surgery; Sports medicine; Outpatient clinic; Emergency medicine; Medical emergency; Family medicine; Physical therapy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006306808,0.0001188856,0.000601751,0.0008000655,0.00003792459,0.000008917204,0.00004952976,0.00006336156,0.0000737984],"category_scores_gemma":[0.0002581142,0.00009684319,0.00007143456,0.0002548972,0.0001379018,0.00006992723,0.00001043108,0.000199387,2.232363e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615116,"about_ca_system_score_gemma":0.001280952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006469602,"about_ca_topic_score_gemma":0.006173204,"domain_scores_codex":[0.9985468,0.00004987925,0.000751427,0.0001339014,0.0002636848,0.000254241],"domain_scores_gemma":[0.9987196,0.0001236453,0.0002771069,0.0001204095,0.0001776011,0.0005815995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140047,0.0001479817,0.9758151,0.0002163269,0.00004864926,0.001507267,0.0006728751,0.00001234077,0.000003309924,0.00008158483,0.007752605,0.01362802],"study_design_scores_gemma":[0.001290064,0.0002317319,0.977915,0.002222731,0.0001218199,0.00004662584,0.001833293,0.00003672705,0.00004159524,0.00002552858,0.01614074,0.00009417451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931777,0.003405367,0.000003823067,0.002366422,0.0004308836,0.0002677631,0.000004399865,0.000003582044,0.0003400229],"genre_scores_gemma":[0.9994294,0.000140214,0.00002704729,0.0001985752,0.0001016337,0.000002102812,0.00001015787,0.00000875666,0.00008211105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353384,"threshold_uncertainty_score":0.3949151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330362224294722,"score_gpt":0.3051861864887179,"score_spread":0.2718825642457707,"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."}}