{"id":"W3154845293","doi":"10.1016/j.sleep.2021.04.007","title":"A brief clinician training program to manage sleep problems in ADHD: what works and what do clinicians and parents think?","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Health and Medical Research Council; State Government of Victoria; Murdoch Children's Research Institute","keywords":"Competence (human resources); Sleep (system call); Intervention (counseling); Feeling; Sleep hygiene; Psychological intervention; Psychology; Medicine; Clinical psychology; Psychiatry; Insomnia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001074468,0.00038804,0.001037908,0.0003553692,0.0001122129,0.0004047292,0.0001226191,0.0002795222,0.0002067502],"category_scores_gemma":[0.0008944197,0.0003437979,0.00009302987,0.0007623913,0.0002658599,0.001561486,0.0001820348,0.0008041299,0.00002176928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006631317,"about_ca_system_score_gemma":0.00005501912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007540685,"about_ca_topic_score_gemma":0.0006174708,"domain_scores_codex":[0.9966422,0.0001977949,0.0009126553,0.000981755,0.000609564,0.0006560567],"domain_scores_gemma":[0.9981717,0.0003417907,0.0002004521,0.0005799973,0.0001820695,0.000523931],"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":[0.0001380684,0.0005710208,0.03441247,0.0002516994,0.0001463514,0.0004433985,0.02302479,0.00002632726,0.00008777631,0.00002209537,0.00009771981,0.9407783],"study_design_scores_gemma":[0.01990296,0.002947161,0.1251514,0.03323218,0.0008926507,0.0006958853,0.7814227,0.003519773,0.00001450106,0.0007397315,0.03050895,0.0009721622],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216647,0.0385392,0.0003778505,0.03599892,0.0009283895,0.001867142,0.000001897902,0.0001550028,0.0004669646],"genre_scores_gemma":[0.9684217,0.02180352,0.0009037745,0.007817626,0.0004152208,0.0001486386,0.00009272023,0.00007631085,0.0003204751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9398061,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954051268824066,"score_gpt":0.3716804565062151,"score_spread":0.3021399438179745,"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."}}