{"id":"W2946812940","doi":"10.2196/13691","title":"End User–Informed Mobile Health Intervention Development for Adolescent Cannabis Use Disorder: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Cannabis; mHealth; Psychological intervention; Psychology; Focus group; Prosocial behavior; Coding (social sciences); Intervention (counseling); Clinical psychology; Medicine; Psychiatry","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":[0.01303879,0.0004692578,0.0006310393,0.00124126,0.004671905,0.002144747,0.001415692,0.001159644,0.003755631],"category_scores_gemma":[0.01631016,0.0006101186,0.000513425,0.000905033,0.003728304,0.002271618,0.004365484,0.001776844,0.000339701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004157918,"about_ca_system_score_gemma":0.006348964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006146865,"about_ca_topic_score_gemma":0.01105997,"domain_scores_codex":[0.9921461,0.006322286,0.0002484653,0.0003270351,0.0003720229,0.0005841902],"domain_scores_gemma":[0.9863287,0.01094054,0.0006089603,0.0003196223,0.001034126,0.0007681069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006197532,0.0002469503,0.00488885,0.0008217278,0.000009126873,0.0007710802,0.9718339,0.00007301656,0.001288496,0.001986444,0.0008992091,0.01711913],"study_design_scores_gemma":[0.00003340569,0.0002317943,0.004100143,0.00105777,0.00001600293,0.0003490108,0.972785,0.00026902,0.0007853678,0.0006797356,0.01967194,0.0000207299],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791078,0.001030151,0.007275541,0.0025183,0.00007186425,0.002562443,0.000570589,0.0000413261,0.006821822],"genre_scores_gemma":[0.9790775,0.001365361,0.009467375,0.001564328,0.0000192885,0.004457437,0.0001981757,0.00004279859,0.003807688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303879,"threshold_uncertainty_score":0.06895661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09366736886251194,"score_gpt":0.4990689283445013,"score_spread":0.4054015594819894,"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."}}