{"id":"W4320807295","doi":"10.2196/40437","title":"Patient Feedback on a Mobile Medication Adherence App for Buprenorphine and Naloxone: Closed and Open-Ended Survey on Feasibility and Acceptability","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Opioid use disorder; Buprenorphine; Medicine; (+)-Naloxone; Opioid; Craving; Psychiatry; Pill; Psychology; Nursing; Addiction; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01327805,0.0005325335,0.0006346681,0.000741177,0.000879176,0.0009250292,0.0003363173,0.001328886,0.004155486],"category_scores_gemma":[0.03258308,0.000328059,0.0009921801,0.0003835809,0.0004142636,0.0008589546,0.001541133,0.001126431,0.00105138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191529,"about_ca_system_score_gemma":0.0006857265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007850867,"about_ca_topic_score_gemma":0.0009465542,"domain_scores_codex":[0.9927254,0.003872485,0.0011486,0.0003952833,0.001244626,0.0006136475],"domain_scores_gemma":[0.9686831,0.01758278,0.003338549,0.0008844697,0.007859697,0.001651499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002550486,0.004450936,0.7224804,0.001521916,0.0002771547,0.0008519805,0.03930443,0.0009804459,0.007955393,0.0002088742,0.0109788,0.2084393],"study_design_scores_gemma":[0.0004089405,0.01651396,0.9163255,0.0005978725,0.0001890267,0.0009845959,0.03215551,0.00376497,0.003394688,0.0002485771,0.02515849,0.000257985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890516,0.0001846671,0.002059304,0.0008667972,0.00005545251,0.002190034,0.001338413,0.0001136797,0.004139926],"genre_scores_gemma":[0.9840339,0.0004601286,0.006835308,0.001574993,0.00006760559,0.004509734,0.0007068468,0.00002602933,0.001785447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327805,"threshold_uncertainty_score":0.0702219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154449422782498,"score_gpt":0.4452821221437152,"score_spread":0.3298371798654655,"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."}}