{"id":"W2905145069","doi":"10.1093/sleep/zsy252","title":"Sleep and cancer incidence in Alberta’s Tomorrow Project cohort","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Hazard ratio; Medicine; Cohort; Incidence (geometry); Proportional hazards model; Sleep (system call); Internal medicine; Confidence interval; Cohort study; Cancer; Oncology","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":[0.0005713432,0.0003390753,0.0002793302,0.0009792873,0.001109793,0.0007063609,0.00085278,0.0002704168,0.001671042],"category_scores_gemma":[0.0009671228,0.000266889,0.0005320018,0.001906263,0.0002553324,0.0001869584,0.0006044769,0.0004278313,0.0001796204],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004421587,"about_ca_system_score_gemma":0.006184294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9201475,"about_ca_topic_score_gemma":0.9360815,"domain_scores_codex":[0.9996581,0.00003504487,0.00001542455,0.00007513585,0.0001308261,0.00008546141],"domain_scores_gemma":[0.9994765,0.00002836209,0.0001084726,0.00005472428,0.0002005011,0.000131556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002128568,0.00002900469,0.9924399,0.00003184494,0.0001470459,0.00007135415,0.0001413327,0.0001034122,0.0001714641,0.0001012727,0.003331512,0.003218929],"study_design_scores_gemma":[0.00002141106,0.00002315065,0.9983753,0.00002422496,0.00006282409,0.00005574804,0.0001463689,0.0001646606,0.00003040574,0.00002779093,0.001063214,0.000004887603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722424,0.0009543338,0.0004058375,0.0003154012,0.00004233492,0.0001603617,0.02174754,0.00004462147,0.004087172],"genre_scores_gemma":[0.9808937,0.0006664798,0.0005859364,0.0002272781,0.00003380967,0.000111509,0.01505386,0.00001159488,0.002415799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9955784,"threshold_uncertainty_score":0.1606454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292032599209668,"score_gpt":0.3095172673336586,"score_spread":0.2965969413415619,"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."}}