{"id":"W7014498102","doi":"","title":"Physical Activity Levels and Diurnal Patterns in COMISA Versus Age- and Sex-Matched Insomniacs and Good Sleepers","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University; Strong","keywords":"Evening; Physical activity; Morning; Actigraphy; Psychological intervention; Motor activity; Obstructive sleep apnea","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005181086,0.0002389403,0.000390494,0.0008941184,0.000441392,0.0003357409,0.0001970025,0.0003222629,0.002015136],"category_scores_gemma":[0.0008254754,0.0001730388,0.0003504815,0.0004685098,0.0003092483,0.0002692783,0.0005062275,0.000285741,0.0002362369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541188,"about_ca_system_score_gemma":0.0001682313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005962349,"about_ca_topic_score_gemma":0.01267857,"domain_scores_codex":[0.9997625,0.00004339389,0.00003951495,0.00006066959,0.00004726737,0.00004656408],"domain_scores_gemma":[0.9993184,0.0001022125,0.0002510686,0.00003978973,0.00008964581,0.0001987952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003048089,0.0005249621,0.9899516,0.00007164734,0.0001253122,0.00009311065,0.0005984145,0.00002203002,0.001793028,0.00001189151,0.0001140574,0.003645925],"study_design_scores_gemma":[0.00003715785,0.0009807977,0.9984336,0.000004465809,0.00001989228,0.00005467589,0.0003275721,0.00002250742,0.00005357895,0.000004470351,0.0000597252,0.000001496888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995284,0.000116126,0.00001177745,0.00000709254,0.000002949007,0.0000156686,0.000101537,8.467415e-7,0.0002155463],"genre_scores_gemma":[0.9994156,0.00005475859,0.0000346263,0.00002279084,0.000006985029,0.00002937416,0.0002136283,7.321627e-7,0.0002213915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962349,"threshold_uncertainty_score":0.0118553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04307940382825153,"score_gpt":0.3311769540896236,"score_spread":0.2880975502613721,"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."}}