{"id":"W3001147696","doi":"10.2196/13031","title":"Using Digital Media to Empower Adolescents in Smoking Prevention: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coproduction; Empowerment; Psychology; Qualitative research; Applied psychology","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":[0.0157467,0.0009137848,0.001331953,0.002822601,0.001652913,0.00162804,0.0008474713,0.0009894364,0.003053216],"category_scores_gemma":[0.01088921,0.0005647143,0.00151638,0.00203225,0.0007293775,0.001112008,0.001384507,0.0005647942,0.0003072025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185988,"about_ca_system_score_gemma":0.002454595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138348,"about_ca_topic_score_gemma":0.003109911,"domain_scores_codex":[0.989193,0.007190329,0.001076093,0.0008754036,0.00119931,0.000465874],"domain_scores_gemma":[0.9893491,0.007193566,0.001161121,0.0005654855,0.001415542,0.0003152639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006684663,0.04668001,0.1820066,0.01433095,0.00214528,0.001316331,0.09975958,0.0006084041,0.0096069,0.002095842,0.001355464,0.63341],"study_design_scores_gemma":[0.007351583,0.1838173,0.4174483,0.01292223,0.008866805,0.002760379,0.2693258,0.005718232,0.0234682,0.003519794,0.06424417,0.0005571824],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623276,0.004514207,0.007902396,0.0001969655,0.0000818418,0.02166078,0.0005613996,0.00002818403,0.002726572],"genre_scores_gemma":[0.9047825,0.005985958,0.03917252,0.0008543088,0.0001706484,0.04620021,0.0004480392,0.00002889829,0.002356914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157467,"threshold_uncertainty_score":0.08327746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09876041377552973,"score_gpt":0.4153440955360303,"score_spread":0.3165836817605006,"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."}}