{"id":"W4391554374","doi":"10.1212/wnl.0000000000209232","title":"Reader Response: Effects of Season and Daylight Saving Time Shifts on Sleep Symptoms: Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Sleep (system call); Daylight; Longitudinal data; Gerontology; Psychology; Audiology; Medicine; Demography; Computer science; Physics; Sociology; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00390387,0.001344534,0.001850932,0.001585089,0.003353924,0.00226408,0.002118516,0.01299169,0.03678649],"category_scores_gemma":[0.02579712,0.0006551441,0.001606701,0.00134333,0.0009044618,0.001213982,0.001644766,0.008171816,0.01127804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005044751,"about_ca_system_score_gemma":0.008202983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1648903,"about_ca_topic_score_gemma":0.3136943,"domain_scores_codex":[0.9985757,0.0002402663,0.0002300833,0.0002593153,0.0004780891,0.0002166061],"domain_scores_gemma":[0.9813393,0.005329219,0.0005801245,0.0005223743,0.0104127,0.0018163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003278375,0.00000929122,0.0006944372,0.00005912663,0.000006886734,0.00004382556,0.0000352158,0.00001049015,0.0000245781,0.00002852216,0.9973041,0.00175083],"study_design_scores_gemma":[0.0004305775,0.0001919286,0.04489795,0.001436894,0.0001624725,0.0003844629,0.002676819,0.0002264177,0.0002282399,0.0004813157,0.948733,0.0001498156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002269398,0.00250212,0.0001769434,0.6456358,0.3354328,0.0002575369,0.005542821,0.0002361277,0.007946505],"genre_scores_gemma":[0.01333695,0.003819457,0.0006457793,0.7279562,0.1392526,0.0009837933,0.00313262,0.0002063275,0.1106663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8351097,"threshold_uncertainty_score":0.3278611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268013804889066,"score_gpt":0.2880073533397439,"score_spread":0.2753272152908532,"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."}}