{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003762714,0.000132223,0.0002305938,0.0001632437,0.00007046213,0.0001058134,0.00005613067,0.00006814501,0.00001978459],"category_scores_gemma":[0.0002314729,0.000131126,0.00005057139,0.0006116823,0.000008161882,0.0001392293,0.0001115366,0.0002077025,0.000001142591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760163,"about_ca_system_score_gemma":0.00003964561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001382704,"about_ca_topic_score_gemma":0.000004300598,"domain_scores_codex":[0.9987661,0.00006835989,0.0003403639,0.0003134303,0.0003007166,0.0002110741],"domain_scores_gemma":[0.999509,0.00004924208,0.00009905688,0.000104147,0.00005740298,0.0001811855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000318394,0.0002023161,0.9718403,0.00007025715,0.000005928839,0.00002445659,0.003424779,0.000008264545,0.00009306255,0.000001227748,0.00004061233,0.024257],"study_design_scores_gemma":[0.001034234,0.000141427,0.9954842,0.00009596799,0.0001143625,0.000005083179,0.002588543,0.0002491982,0.00004022941,0.00001154356,0.00009098685,0.000144169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970253,0.00006041275,0.00187282,0.00006815768,0.0003128185,0.0005411235,0.00000441412,0.00003998374,0.00007501873],"genre_scores_gemma":[0.9984867,0.000004151711,0.0009097178,0.00007812105,0.0004531515,0.00001752905,0.00002046981,0.00002071017,0.000009462916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02411284,"threshold_uncertainty_score":0.5347164,"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."}}