{"id":"W6958724303","doi":"10.6084/m9.figshare.19350095","title":"Additional file 1 of Strategies aimed at preventing long-term opioid use in trauma and orthopaedic surgery: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Sunnybrook Health Science Centre; Université Laval","funders":"","keywords":"MEDLINE; Systematic review; Opioid; Multidisciplinary approach; Opioid overdose","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":[0.007039969,0.001727968,0.002930792,0.008344984,0.0009530312,0.002496112,0.001919413,0.002020058,0.8480636],"category_scores_gemma":[0.08924388,0.00122818,0.003676751,0.01191842,0.0004277,0.003663221,0.002062799,0.00131918,0.06899145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845278,"about_ca_system_score_gemma":0.007212608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008074611,"about_ca_topic_score_gemma":0.02074237,"domain_scores_codex":[0.9966696,0.0007870515,0.001462482,0.0003690814,0.0005198145,0.0001920297],"domain_scores_gemma":[0.9024591,0.07610475,0.009311158,0.001781475,0.009592966,0.0007506371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009504387,0.00009314629,0.001407134,0.2530727,0.0004644398,0.0001004137,0.0002089176,0.0004966515,0.0001707274,0.002216033,0.7194418,0.02137758],"study_design_scores_gemma":[0.01715927,0.0005230186,0.01790937,0.154172,0.002877863,0.0005254223,0.0007146397,0.001270321,0.0007316786,0.01263452,0.7912039,0.0002779282],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0001707557,0.000371408,0.0003516801,0.0003273175,0.00006699772,0.001917684,0.9950572,0.0001780863,0.001558846],"genre_scores_gemma":[0.009164033,0.005319674,0.02248132,0.003524333,0.0005096828,0.1160618,0.813005,0.0009556708,0.02897852],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8480636,"threshold_uncertainty_score":0.2167188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924170830136818,"score_gpt":0.3049951983810468,"score_spread":0.2457534900796786,"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."}}