{"id":"W3121062950","doi":"10.1016/j.sleep.2021.01.012","title":"First sleep health guidelines for Canadian adults: implications for clinicians","year":2021,"lang":"en","type":"letter","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Sleep (system call); Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00875786,0.0006570698,0.001152624,0.002241845,0.01738135,0.006629845,0.004576511,0.07326888,0.02270368],"category_scores_gemma":[0.06547048,0.001086394,0.002051077,0.002575968,0.005137078,0.00383994,0.002788552,0.04211507,0.004450222],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06294358,"about_ca_system_score_gemma":0.2084486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8452525,"about_ca_topic_score_gemma":0.9513549,"domain_scores_codex":[0.9897574,0.001509212,0.001434963,0.0006514015,0.003572544,0.003074356],"domain_scores_gemma":[0.8997936,0.0253073,0.004044622,0.001014956,0.04326213,0.02657743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000148119,0.00002449841,0.001274439,0.00005755417,0.000006396006,0.0008063909,0.0002495359,0.00005002339,0.00003400061,0.001631531,0.9902357,0.005614977],"study_design_scores_gemma":[0.0002428868,0.000040315,0.01005763,0.002168595,0.00005731775,0.001226063,0.004458353,0.0005881839,0.00009335995,0.006999751,0.9738817,0.0001858587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002945839,0.0006002506,0.00003709893,0.9910803,0.0043036,0.00001559535,0.00008498917,0.00001229454,0.003571211],"genre_scores_gemma":[0.006505923,0.001546606,0.0009377574,0.9680158,0.01016333,0.00007825306,0.0001350994,0.00003514604,0.01258199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9370564,"threshold_uncertainty_score":0.4566898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08671711460511998,"score_gpt":0.4012792195834299,"score_spread":0.3145621049783099,"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."}}