{"id":"W4391778415","doi":"10.1016/j.sleep.2023.11.757","title":"Phenotyping sleep disturbances in children and adolescents with ADHD based on clinical assessment and SDSC scoring","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sleep (system call); Psychology; Psychiatry; Clinical psychology; Audiology; Medicine; 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":[0.0006676984,0.0005664539,0.0006644046,0.002012407,0.0004891204,0.0006742297,0.0003719789,0.0004776569,0.001146109],"category_scores_gemma":[0.002678878,0.0002417359,0.0004684404,0.0009575143,0.000309657,0.0004097957,0.0006357345,0.0005514262,0.0002643651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448781,"about_ca_system_score_gemma":0.0007735135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725314,"about_ca_topic_score_gemma":0.02730279,"domain_scores_codex":[0.9993784,0.0001432279,0.0001217194,0.00009709946,0.0001685498,0.00009088419],"domain_scores_gemma":[0.9987509,0.0002459502,0.0003784792,0.00003745415,0.0003532019,0.0002338765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000865039,0.0000256433,0.9968805,0.00001374971,0.00002108725,0.000165461,0.00006855288,0.00005299448,0.000355088,0.00001299601,0.0001416412,0.002175798],"study_design_scores_gemma":[0.000004202401,0.00007386505,0.9986749,0.00001785845,0.00001653421,0.0005288408,0.000193626,0.0002270617,0.0001298886,0.00001524656,0.0001149334,0.000003108565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960407,0.0006023727,0.0003253214,0.00008777879,0.00002093257,0.0001082625,0.0007373618,0.00001918715,0.002058058],"genre_scores_gemma":[0.9971834,0.0003356359,0.0008471531,0.00005073354,0.00001402559,0.00006526267,0.001101965,0.000008862582,0.0003928418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01725314,"threshold_uncertainty_score":0.03430539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770684692412254,"score_gpt":0.377816319785887,"score_spread":0.3401094728617645,"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."}}