{"id":"W6920671373","doi":"10.6084/m9.figshare.19350095.v1","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":[0.007039969,0.001727968,0.002930792,0.008344984,0.0009530336,0.002496114,0.001919414,0.00202006,0.8480638],"category_scores_gemma":[0.08924394,0.001228182,0.003676753,0.01191842,0.0004277003,0.003663226,0.002062801,0.001319183,0.06899156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845283,"about_ca_system_score_gemma":0.007212618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008074616,"about_ca_topic_score_gemma":0.02074238,"domain_scores_codex":[0.9966696,0.0007870522,0.001462483,0.0003690819,0.0005198155,0.0001920299],"domain_scores_gemma":[0.9024591,0.07610472,0.009311168,0.001781474,0.009592966,0.0007506386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009504406,0.00009314642,0.001407134,0.2530723,0.0004644397,0.0001004138,0.0002089178,0.0004966518,0.0001707275,0.002216035,0.7194423,0.02137757],"study_design_scores_gemma":[0.0171593,0.0005230189,0.01790938,0.1541719,0.002877861,0.0005254226,0.0007146404,0.001270322,0.0007316787,0.01263452,0.791204,0.0002779283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001707559,0.0003714078,0.0003516804,0.0003273178,0.00006699784,0.001917682,0.9950572,0.0001780864,0.001558847],"genre_scores_gemma":[0.00916404,0.005319668,0.02248132,0.003524338,0.0005096836,0.1160616,0.8130051,0.0009556714,0.02897854],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8480638,"threshold_uncertainty_score":0.2167184,"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."}}