{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00725712,0.0002152633,0.000331264,0.00034365,0.0007503271,0.0001612955,0.0002329147,0.0002098789,0.000589352],"category_scores_gemma":[0.0006698147,0.0001966209,0.0002944889,0.0006508262,0.0001410357,0.0006015237,0.0001178313,0.0003903594,0.00006534694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170439,"about_ca_system_score_gemma":0.0001212735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001241046,"about_ca_topic_score_gemma":0.000006869303,"domain_scores_codex":[0.9913805,0.006475949,0.0006251101,0.0005231462,0.0003388126,0.0006565126],"domain_scores_gemma":[0.9949437,0.002271924,0.0003069611,0.0003184114,0.002040159,0.00011888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003104735,0.003398884,0.0001191127,0.001725696,0.0004817126,0.000005537715,0.5650703,0.0001920943,0.005162993,0.02015175,0.03972021,0.360867],"study_design_scores_gemma":[0.02594313,0.01304416,0.002107439,0.009485813,0.000179764,0.0000680633,0.5777602,0.04066455,0.08272264,0.1359331,0.1101687,0.001922474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007632356,0.0008503363,0.9856735,0.0001530041,0.0005930512,0.004144682,0.00007247741,0.00006626405,0.0008143221],"genre_scores_gemma":[0.6471576,0.0001222752,0.2967151,0.0001700692,0.0004853871,0.03508821,0.001021196,0.0001484982,0.01909165],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6889584,"threshold_uncertainty_score":0.8017967,"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."}}