{"id":"W2975659494","doi":"10.2196/14906","title":"Formative Evaluation to Build an Online Parenting Skills and Youth Drug Prevention Program: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Stakeholder; Formative assessment; Thematic analysis; Medical education; Agency (philosophy); Psychology; Qualitative research; Medicine; Marketing; Business; Public relations; Pedagogy","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":[0.06390877,0.002256243,0.00192184,0.003594593,0.00294856,0.00276143,0.003359719,0.001983087,0.004881846],"category_scores_gemma":[0.06548759,0.001170725,0.002235871,0.002185815,0.001491102,0.002168758,0.003045466,0.001538413,0.0009717048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007825153,"about_ca_system_score_gemma":0.01427329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429585,"about_ca_topic_score_gemma":0.008474975,"domain_scores_codex":[0.9570827,0.02976322,0.003591744,0.002573524,0.00504966,0.001939165],"domain_scores_gemma":[0.9488015,0.02598578,0.005056535,0.004462962,0.0134685,0.00222477],"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":[0.01538232,0.1281527,0.03341566,0.007711408,0.0009777553,0.0005326326,0.04297961,0.00139834,0.006141311,0.001865842,0.003666242,0.757776],"study_design_scores_gemma":[0.04910441,0.5511311,0.1761068,0.01163252,0.004624972,0.0006993557,0.08339196,0.007075951,0.04051432,0.00524136,0.06976461,0.0007126614],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7865692,0.00109473,0.01949864,0.0004868995,0.0003247733,0.1826165,0.001692632,0.0003095581,0.007407031],"genre_scores_gemma":[0.4723554,0.001773733,0.1146574,0.001401819,0.0003640206,0.4017415,0.001301982,0.000121976,0.006282064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06390877,"threshold_uncertainty_score":0.3379859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1514226666192091,"score_gpt":0.5465239286323614,"score_spread":0.3951012620131523,"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."}}