{"id":"W4368367939","doi":"10.3389/frsle.2023.1158983","title":"Optimizing the Better Nights, Better Days for Children with Neurodevelopmental Disorders program for large scale implementation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sleep","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre; Université de Montréal; University of Alberta; Western University; Dalhousie University; University of Toronto; Children’s Health Research Institute; Montreal Children's Hospital; University of Manitoba; Izaak Walton Killam Health Centre","funders":"Children's Health Foundation; Kids Brain Health Network","keywords":"Randomized controlled trial; Motivational interviewing; Intervention (counseling); Psychology; Clinical psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00676379,0.0004345323,0.0003947203,0.0005642322,0.001313152,0.0006879528,0.001643694,0.0003386466,0.005195674],"category_scores_gemma":[0.01400926,0.000246386,0.0011305,0.0004695139,0.0004029438,0.0007298586,0.003942153,0.001209893,0.0004377858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183223,"about_ca_system_score_gemma":0.01555503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009375573,"about_ca_topic_score_gemma":0.02774893,"domain_scores_codex":[0.9967393,0.001647284,0.0002032931,0.0002520282,0.0006555591,0.0005024676],"domain_scores_gemma":[0.9960315,0.001160219,0.0004101041,0.0003592072,0.0005055923,0.001533352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001733604,0.01986726,0.03385129,0.002415697,0.0001651103,0.0003057536,0.003321603,0.001174702,0.002874417,0.001608368,0.02373874,0.9089435],"study_design_scores_gemma":[0.0218241,0.04901271,0.7359597,0.007280361,0.0009118824,0.0007542481,0.01345488,0.006086227,0.008861093,0.005294724,0.1503529,0.0002072838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857388,0.001589068,0.02322757,0.008807097,0.0006227506,0.04910801,0.004107569,0.001502732,0.02529647],"genre_scores_gemma":[0.6641533,0.002213433,0.2457707,0.001563376,0.0001423741,0.07670029,0.003028011,0.0001299476,0.006298525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009375573,"threshold_uncertainty_score":0.03577077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381484367144729,"score_gpt":0.300400656267748,"score_spread":0.2865858125963007,"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."}}