{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02609339,0.001565933,0.001513358,0.001868008,0.001220325,0.00152305,0.002768954,0.00159577,0.005013708],"category_scores_gemma":[0.02597997,0.000845971,0.002273596,0.001260926,0.001034975,0.001436455,0.002668907,0.001548143,0.0004866706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880858,"about_ca_system_score_gemma":0.01042729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323412,"about_ca_topic_score_gemma":0.004616489,"domain_scores_codex":[0.9839438,0.0109436,0.001373397,0.0006768162,0.001923108,0.001139313],"domain_scores_gemma":[0.9846074,0.007675083,0.001951633,0.001094263,0.002753771,0.001917926],"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":[0.0868332,0.3924671,0.01532526,0.007676278,0.00118681,0.0002833519,0.003505514,0.00449045,0.003342851,0.0007672453,0.003043297,0.4810787],"study_design_scores_gemma":[0.2847949,0.6169476,0.06078115,0.002787496,0.002891785,0.0001547661,0.002590795,0.005924684,0.01138278,0.0009442483,0.01065947,0.0001404709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7349082,0.0004873136,0.005498084,0.0004595011,0.0002108063,0.2526816,0.00197358,0.0004030808,0.003378012],"genre_scores_gemma":[0.4450165,0.001640866,0.1073652,0.0005239494,0.0002331086,0.4411361,0.001780095,0.00005435374,0.002249739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02609339,"threshold_uncertainty_score":0.1379967,"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."}}