{"id":"W4286447478","doi":"10.1016/j.sleep.2022.05.493","title":"Sleep as an outcome measure in ADHD Randomized Controlled Trials>","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Sleep (system call); Randomized controlled trial; Outcome (game theory); Measure (data warehouse); Medicine; Psychology; Audiology; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Mathematics; Computer science; Data mining","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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02946092,0.0003729216,0.004412782,0.0009077006,0.000403308,0.00004613912,0.0009509897,0.00009939625,0.008467582],"category_scores_gemma":[0.07808616,0.0002359154,0.0005432905,0.001207443,0.0004885984,0.0002009735,0.0002450573,0.000972133,0.0001078475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800083,"about_ca_system_score_gemma":0.00009349083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000347431,"about_ca_topic_score_gemma":0.00004050628,"domain_scores_codex":[0.9814048,0.01195474,0.002165032,0.0008689351,0.002817532,0.0007889541],"domain_scores_gemma":[0.9887809,0.009483894,0.0005126483,0.000736202,0.0001093,0.000377062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8043374,0.001722374,0.001583522,0.00007116094,0.0004069016,0.001771971,0.006640772,0.001041295,0.06680369,0.02177394,0.002057951,0.09178907],"study_design_scores_gemma":[0.9652858,0.000947666,0.0001111527,0.00003835832,0.0003435123,0.00007649223,0.001652759,0.01822646,0.003634506,0.00521649,0.004035056,0.0004317829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918157,0.003682453,0.001323087,0.03397084,0.007775333,0.0138522,0.00005443502,0.0004762794,0.04704965],"genre_scores_gemma":[0.992557,0.00004664118,0.00001326828,0.002929369,0.0007152808,0.002103971,0.00001719722,0.00004828826,0.001569025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609484,"threshold_uncertainty_score":0.9993742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183084577910601,"score_gpt":0.3899969576998951,"score_spread":0.2716884999088349,"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."}}