{"id":"W4304788982","doi":"10.1016/j.jaac.2022.09.394","title":"3.116 Investigating the Transdiagnostic Aspect of a Self-Management Web-Based App for Sleep Disturbance in Adolescents and Young Adults","year":2022,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Insomnia; Sleep disorder; Psychology; Sleep (system call); Sleep deprivation; Clinical psychology; Psychiatry; Developmental psychology; Cognition; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002584744,0.0001996313,0.0002799939,0.0004967031,0.0007653339,0.0012964,0.0003788849,0.0006700525,0.004014844],"category_scores_gemma":[0.01317352,0.0002525626,0.0007445152,0.0002440641,0.0002127757,0.000736043,0.000836832,0.0007129533,0.0008921883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429102,"about_ca_system_score_gemma":0.001380787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004070853,"about_ca_topic_score_gemma":0.01066381,"domain_scores_codex":[0.9986994,0.0005196075,0.0001932296,0.0001135264,0.0003485603,0.0001255599],"domain_scores_gemma":[0.9936734,0.003223767,0.000980782,0.0002567917,0.001244316,0.0006208296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009241536,0.003075208,0.8667087,0.0006400518,0.0002132816,0.0007059599,0.006741692,0.0000790374,0.001905839,0.0002545659,0.003087599,0.115664],"study_design_scores_gemma":[0.0002606153,0.004064466,0.9714229,0.0007211539,0.0004577585,0.001695567,0.01140433,0.0008573409,0.001626553,0.0002358003,0.007204943,0.00004860183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909785,0.0002212921,0.0004518471,0.0004928979,0.00007523868,0.0005856879,0.00033996,0.00005274251,0.006801846],"genre_scores_gemma":[0.9905093,0.0003694021,0.003583234,0.0007929262,0.00002763889,0.0008727027,0.0003357409,0.00001567703,0.003493503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004070853,"threshold_uncertainty_score":0.01366955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005900278126867723,"score_gpt":0.2511172570557702,"score_spread":0.2452169789289025,"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."}}