{"id":"W4413311878","doi":"10.2196/82410","title":"Inclusivity in Insomnia: Adolescents’ Perspectives on the Sleep Solved App: Qualitative Interview Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Insomnia; Qualitative research; Psychology; Sleep (system call); Developmental psychology; Sociology; Psychiatry; Social science; Computer science; World Wide Web","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":[0.01155378,0.0004371816,0.000593561,0.001252973,0.004337423,0.003713064,0.001020103,0.001430574,0.001942505],"category_scores_gemma":[0.01546224,0.0007747828,0.0005989139,0.001280063,0.004838515,0.003872579,0.004609463,0.003538083,0.0003303665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308521,"about_ca_system_score_gemma":0.004018194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839383,"about_ca_topic_score_gemma":0.01343225,"domain_scores_codex":[0.9938748,0.004326408,0.0002833246,0.0003290154,0.000470761,0.0007156525],"domain_scores_gemma":[0.9868557,0.009469572,0.0009945439,0.0001721952,0.001192762,0.001315208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001350039,0.00002504884,0.004154521,0.00007910782,0.000002641226,0.0003241868,0.9927154,0.00001244713,0.0003774394,0.0004822312,0.0002450423,0.001568397],"study_design_scores_gemma":[0.00000215377,0.0000378911,0.002132785,0.0001753759,0.000003998014,0.0001435174,0.9922383,0.00003963326,0.0001162481,0.00009483808,0.005006628,0.000008560583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907052,0.000862537,0.001725792,0.002846091,0.00008863107,0.0002487831,0.0001779333,0.00001189193,0.003333244],"genre_scores_gemma":[0.9935187,0.001462299,0.001159641,0.001388465,0.00003293537,0.0005331273,0.0001008221,0.00002903118,0.001775002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155378,"threshold_uncertainty_score":0.06110293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08297935822512675,"score_gpt":0.4877961777584033,"score_spread":0.4048168195332765,"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."}}