{"id":"W4292261534","doi":"10.5664/jcsm.10246","title":"Device-based and subjective measurements of sleep in children with cerebral palsy: a comparison of sleep diary, actigraphy, and bed sensor data","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Center of excellence; Rehabilitation; Excellence; Medicine; Library science; Physical therapy; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004567193,0.0002459057,0.00148095,0.000448547,0.00007952697,0.000005167173,0.0004860173,0.0001917943,0.0003454191],"category_scores_gemma":[0.0008810349,0.0001694189,0.0001232963,0.0005865631,0.0006613933,0.00011155,0.0001491362,0.00130707,6.607868e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002338421,"about_ca_system_score_gemma":0.00007551216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506279,"about_ca_topic_score_gemma":0.0001849332,"domain_scores_codex":[0.9948707,0.001295703,0.002209568,0.0004232368,0.0009052894,0.000295497],"domain_scores_gemma":[0.9956188,0.001417539,0.00198663,0.0004961813,0.000214455,0.0002663519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004565623,0.001924082,0.9562622,0.00002645224,0.002626236,0.00002371453,0.001092374,0.0001350239,0.00006878022,0.00001085904,0.0004538193,0.03281078],"study_design_scores_gemma":[0.02825603,0.004889443,0.9611143,0.0001899156,0.001398268,0.00009173326,0.00293904,0.0006716959,0.00006113871,0.00005915007,0.0001443813,0.000184848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990649,0.00614313,0.0001883791,0.001622624,0.0005438952,0.0004318301,0.00003581099,0.00000748426,0.0003777744],"genre_scores_gemma":[0.9988719,0.0001185304,0.0003923819,0.0003886286,0.0001630904,0.000005500829,0.00003015988,0.00002570935,0.000004054981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03262593,"threshold_uncertainty_score":0.6908702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005403629410872,"score_gpt":0.4049028082890894,"score_spread":0.3043624453480022,"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."}}