{"id":"W4284709472","doi":"10.1186/s13722-022-00315-4","title":"The Community-Based Medication-First program for opioid use disorder: a hybrid implementation study protocol of a rapid access to buprenorphine program in Washington State","year":2022,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"Paul G. Allen Family Foundation","keywords":"Buprenorphine; Opioid use disorder; Medicine; Intervention (counseling); Health care; Protocol (science); Health psychology; Family medicine; Public health; Nursing; Opioid; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.03259194,0.003088846,0.002426393,0.00290658,0.009278238,0.00295703,0.005040239,0.004168023,0.02083999],"category_scores_gemma":[0.01390351,0.003675782,0.002023813,0.002485007,0.00317981,0.003157588,0.003463619,0.005616823,0.004462278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01321096,"about_ca_system_score_gemma":0.05635992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03903539,"about_ca_topic_score_gemma":0.08088026,"domain_scores_codex":[0.9755477,0.01609014,0.001650857,0.002012901,0.001882399,0.002815876],"domain_scores_gemma":[0.9857605,0.002073792,0.001588098,0.001771265,0.004259437,0.004546921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1661997,0.4719532,0.09570674,0.009023039,0.001543225,0.001814014,0.01647197,0.007324602,0.01088191,0.005408274,0.0442338,0.1694396],"study_design_scores_gemma":[0.347898,0.3020076,0.2086419,0.003519452,0.001026627,0.0003576565,0.02122003,0.006247728,0.007649697,0.003058348,0.09775184,0.0006211224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02620127,0.00004207179,0.001500577,0.0001862096,0.00005769098,0.9689686,0.00200753,0.00005778056,0.0009783504],"genre_scores_gemma":[0.01199606,0.00005141282,0.003938375,0.000229638,0.00001858508,0.9827337,0.0004727957,0.000005118179,0.0005542694],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03903539,"threshold_uncertainty_score":0.1723647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09621018575639322,"score_gpt":0.512111124064248,"score_spread":0.4159009383078547,"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."}}