{"id":"W4223523065","doi":"10.1001/jamapediatrics.2022.0471","title":"Centering Young People’s Perspectives, Needs, and Preferences in Researching Barriers to Medications for Opioid Use Disorder","year":2022,"lang":"en","type":"letter","venue":"JAMA Pediatrics","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; Neurology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003804278,0.0003991393,0.0005819083,0.001593707,0.0003483543,0.0002007353,0.0003045085,0.0003822059,0.0002437605],"category_scores_gemma":[0.002028413,0.0003909387,0.000135302,0.001070394,0.00005329516,0.0002199143,0.0003716806,0.001876468,0.000005192192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209605,"about_ca_system_score_gemma":0.0008916307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666531,"about_ca_topic_score_gemma":0.001055937,"domain_scores_codex":[0.9970505,0.0001454029,0.0004656885,0.0007644459,0.0008670191,0.0007069068],"domain_scores_gemma":[0.9979329,0.0008096469,0.0001493909,0.000552324,0.0001742922,0.0003815093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000204593,0.0001661896,0.4918305,0.001249033,0.0001612477,0.00007219252,0.05128336,0.00001826724,0.000002701947,0.00006681742,0.453842,0.00110308],"study_design_scores_gemma":[0.004159839,0.001046847,0.1667719,0.0002158082,0.0009402937,0.00004339138,0.05576055,0.0002191384,0.000001188326,0.0002348868,0.7697613,0.0008448301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3970776,0.00531692,0.0003302095,0.5897781,0.0007225579,0.004633522,0.001546029,0.0001340509,0.0004610772],"genre_scores_gemma":[0.4706849,0.07617841,0.02347267,0.3503808,0.02144195,0.02061788,0.01923159,0.001506133,0.01648563],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3250586,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979076306237645,"score_gpt":0.2938763876205189,"score_spread":0.2740856245581424,"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."}}