{"id":"W4221052040","doi":"10.1136/bmjopen-2022-060964","title":"Interventions for physician prescribers of opioids for chronic non-cancer pain: protocol for an overview of systematic reviews","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Royal Ottawa Mental Health Centre; McGill University; Queensway-Carleton Hospital; Jewish General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Medicine; PsycINFO; Psychological intervention; Systematic review; MEDLINE; Intervention (counseling); Population; Cancer pain; Chronic pain; Medical prescription; Family medicine; Alternative medicine; Data extraction; Psychiatry; Nursing; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.07082306,0.00921848,0.02106478,0.01900324,0.004863795,0.008977878,0.006440849,0.008155639,0.08858043],"category_scores_gemma":[0.09638248,0.008275287,0.0235909,0.02015837,0.005092727,0.0115916,0.008612778,0.01068813,0.01535271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01772212,"about_ca_system_score_gemma":0.05516485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007798536,"about_ca_topic_score_gemma":0.01631862,"domain_scores_codex":[0.9464938,0.02289302,0.01738825,0.003852314,0.006671022,0.002701574],"domain_scores_gemma":[0.9399396,0.02195506,0.01469723,0.004090727,0.01692641,0.002390991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005651748,0.0004306587,0.0006556502,0.9018477,0.002672925,0.0005189264,0.002222217,0.001298027,0.001759255,0.004996827,0.04067895,0.03726701],"study_design_scores_gemma":[0.03502659,0.003261445,0.005509343,0.5768403,0.009666301,0.0007744196,0.002752271,0.001824421,0.002492019,0.01448428,0.3466701,0.0006985071],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002211959,0.002345426,0.001120812,0.0004578825,0.0002807773,0.9914804,0.003407532,0.0001068215,0.0005791479],"genre_scores_gemma":[0.0001571292,0.001287799,0.003618188,0.0001841193,0.00002576662,0.9939317,0.0004873356,0.00001063245,0.0002972931],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08858043,"threshold_uncertainty_score":0.3745526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4227093713053868,"score_gpt":0.5519268940200859,"score_spread":0.1292175227146991,"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."}}