{"id":"W2946883528","doi":"10.2196/12389","title":"Web-Based Prescription Opioid Abuse Prevention for Adolescents: Program Development and Formative Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; Dartmouth College","keywords":"Substance abuse prevention; Substance abuse; Formative assessment; Medicine; Opioid use disorder; Medical prescription; Intervention (counseling); Web application; Prevention science; Psychology; Opioid; Psychiatry; Nursing; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635605,0.0002055876,0.0002676498,0.0004378654,0.000230956,0.00008510885,0.00009524701,0.000120097,0.00007216877],"category_scores_gemma":[0.00009813255,0.0001683338,0.00008400306,0.0003529694,0.00008136465,0.0006076018,0.0000520092,0.000280639,0.0001774999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007592016,"about_ca_system_score_gemma":0.0009259196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005522993,"about_ca_topic_score_gemma":0.000008614349,"domain_scores_codex":[0.9972436,0.0002574202,0.0004130879,0.0003312998,0.001229408,0.0005251649],"domain_scores_gemma":[0.9981636,0.00008444353,0.0001312354,0.0002866862,0.001137609,0.0001963796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004363395,0.0101668,0.05076408,0.01147092,0.0004295339,0.000002714362,0.1232477,0.00004013067,0.002434951,0.0004067986,0.005558061,0.7911149],"study_design_scores_gemma":[0.05113794,0.01461864,0.6380758,0.005990419,0.000206886,0.000009655738,0.01868718,0.1851188,0.02666949,0.001106037,0.05765598,0.0007231203],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815165,0.0002118397,0.0006231719,0.0002083377,0.0001101674,0.01632866,0.00001775163,0.00009828718,0.0008853146],"genre_scores_gemma":[0.985663,0.00004246759,0.003929451,0.000050503,0.00003158255,0.00928191,0.0006124308,0.00002960441,0.0003590434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7903919,"threshold_uncertainty_score":0.6864454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06117003086977823,"score_gpt":0.4287984727942019,"score_spread":0.3676284419244236,"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."}}