{"id":"W3181330107","doi":"10.2196/25900","title":"Cyberbullying Prevention for Adolescents: Iterative Qualitative Methods for Mobile Intervention Design","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development","keywords":"Intervention (counseling); Context (archaeology); Medicine; Program evaluation; Psychological intervention; Clinical psychology; Family medicine; Psychology; Nursing","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":[0.04892482,0.001729086,0.001219957,0.002939214,0.003525716,0.002735338,0.00326012,0.001151294,0.01234131],"category_scores_gemma":[0.04010193,0.001396636,0.001794398,0.002857562,0.003938264,0.00176714,0.005352743,0.002033258,0.001020138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00602794,"about_ca_system_score_gemma":0.01309487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048694,"about_ca_topic_score_gemma":0.01300784,"domain_scores_codex":[0.9658775,0.02879199,0.001302652,0.001521991,0.00152349,0.0009824897],"domain_scores_gemma":[0.9577349,0.03321724,0.001813413,0.002527176,0.004117842,0.0005894409],"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":[0.001917504,0.002800405,0.007786638,0.01053852,0.0002110194,0.0008673109,0.4141323,0.007815205,0.007506046,0.03517435,0.006717038,0.5045338],"study_design_scores_gemma":[0.007573141,0.01082764,0.0233769,0.01709436,0.0009946175,0.0009546492,0.5567861,0.04402334,0.0301819,0.1097612,0.1978171,0.0006090298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1957842,0.001572576,0.4385668,0.002283695,0.0002663954,0.3374333,0.003239468,0.0005509136,0.02030271],"genre_scores_gemma":[0.1262494,0.0005643605,0.5723082,0.0005439196,0.00002491541,0.2974895,0.000371431,0.00007737253,0.002370924],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04892482,"threshold_uncertainty_score":0.2587423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2258302925277147,"score_gpt":0.5867545196921338,"score_spread":0.3609242271644191,"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."}}