{"id":"W6945052173","doi":"10.25384/sage.24202132","title":"sj-docx-1-psg-10.1177_22925503231201634 - Supplemental material for A Prospective Analysis of Opioid Prescription, Consumption, and Psychometric Correlations in Outpatient Plastic Surgery Procedures","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Prospective cohort study; Plastic surgery; Opioid; Outpatient surgery; Multicenter study; Outpatient clinic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001552709,0.001007729,0.001043796,0.003181596,0.001558445,0.002570405,0.002214075,0.001778822,0.9402153],"category_scores_gemma":[0.03027324,0.001177025,0.0008267045,0.003950098,0.0004530013,0.002466977,0.001952461,0.001795204,0.6035604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609899,"about_ca_system_score_gemma":0.002628079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203702,"about_ca_topic_score_gemma":0.02679402,"domain_scores_codex":[0.9987657,0.0001619379,0.0002125962,0.0001678776,0.0004858321,0.0002061003],"domain_scores_gemma":[0.9744104,0.01183484,0.001536627,0.001558451,0.008933334,0.001726446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007729191,0.00006595736,0.0006826382,0.0002569519,0.000005290659,0.00001491424,0.00002333254,0.00002742577,0.00003475076,0.0001444457,0.9924594,0.006207566],"study_design_scores_gemma":[0.002141875,0.0003490432,0.03201058,0.001907394,0.00006739019,0.0003350974,0.001219103,0.0005017818,0.0008262959,0.003098147,0.9574106,0.000132753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006843432,0.00006155171,0.0003105175,0.0007548371,0.000399265,0.0005012846,0.9717861,0.001047865,0.0244543],"genre_scores_gemma":[0.01131523,0.0004179052,0.002845316,0.002283187,0.0008310404,0.003626767,0.8241821,0.002573784,0.1519246],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9402153,"threshold_uncertainty_score":0.08527547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220222744418643,"score_gpt":0.3402102431358265,"score_spread":0.2880080156916401,"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."}}