{"id":"W4414024285","doi":"10.2196/67401","title":"The Development of a Patient-Centered Digital Health Care Technology for Young Adults in Opioid Use Disorder Treatment: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Qualitative research; Opioid use disorder; Health care; Opioid; Medicine; Psychology; Computer science; World Wide Web; Sociology; Political science; 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":[0.01431017,0.0003541188,0.0006614238,0.001127631,0.007871712,0.003983598,0.001466707,0.001500709,0.003130739],"category_scores_gemma":[0.01745516,0.0005315309,0.0004997165,0.001059158,0.005171686,0.003903588,0.005629416,0.002645978,0.0003091752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005224525,"about_ca_system_score_gemma":0.009891276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005672392,"about_ca_topic_score_gemma":0.01068521,"domain_scores_codex":[0.9905642,0.007285216,0.0003057753,0.0004178858,0.0005916028,0.0008353816],"domain_scores_gemma":[0.984172,0.01091669,0.001112115,0.0003125047,0.001128423,0.002358317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002845907,0.0001072752,0.004217015,0.0004370687,0.000007016517,0.0008005812,0.9809737,0.00002272771,0.0006230921,0.001380423,0.0009537872,0.01044885],"study_design_scores_gemma":[0.000007613251,0.00008545017,0.001913191,0.000464735,0.000008835232,0.0002753282,0.9835463,0.00007444238,0.0002104398,0.0002265951,0.01317696,0.00001013453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806518,0.001897581,0.003822,0.005019409,0.0001443472,0.0009987204,0.0002810781,0.000031989,0.007153022],"genre_scores_gemma":[0.9900399,0.001307745,0.003190925,0.002164425,0.00002920897,0.0006271913,0.00009278874,0.00002903664,0.002518862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01431017,"threshold_uncertainty_score":0.07568032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142330883546002,"score_gpt":0.4423527688919756,"score_spread":0.4009294600565155,"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."}}