{"id":"W3089819255","doi":"10.1080/00952990.2020.1817466","title":"Artificial intelligence interventions focused on opioid use disorders: A review of the gray literature","year":2020,"lang":"en","type":"review","venue":"The American Journal of Drug and Alcohol Abuse","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia","funders":"","keywords":"Psychological intervention; Opioid use disorder; Grey literature; Medicine; Opioid overdose; MEDLINE; Psychiatry; Opioid","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004538772,0.0004389528,0.002367758,0.0001714237,0.0000957743,0.00005859518,0.0005194912,0.00004636177,0.00001993163],"category_scores_gemma":[0.0003176087,0.0001897064,0.001996826,0.001078684,0.0004144847,0.00008354047,0.00008458343,0.001014724,0.000009250106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459964,"about_ca_system_score_gemma":0.0002639497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841042,"about_ca_topic_score_gemma":0.000005036503,"domain_scores_codex":[0.9970568,0.0006359058,0.00138703,0.0002541086,0.0004595082,0.000206632],"domain_scores_gemma":[0.996169,0.0004551439,0.002391441,0.00064689,0.0001758442,0.0001616677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009638599,0.000401327,0.00002990587,0.02363399,0.0007557224,0.00002821332,0.002098017,4.628734e-7,4.902777e-7,0.00008955315,0.0005359612,0.97233],"study_design_scores_gemma":[0.0002185101,0.001381615,0.00009293498,0.5763264,0.007035022,0.0003384115,0.0006180312,0.00000212959,0.000009559486,0.0002788007,0.4134391,0.0002594739],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001723731,0.9934906,0.00003334826,0.003386091,0.0002022397,0.001057652,0.00007710166,0.000009714542,0.00001951182],"genre_scores_gemma":[0.001396058,0.997297,0.0002329681,0.0007416002,0.0001801163,0.00002747448,0.00001521419,0.00004899371,0.00006054518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9720705,"threshold_uncertainty_score":0.7736001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472556676114238,"score_gpt":0.3597339526082183,"score_spread":0.3050083858470759,"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."}}