{"id":"W4386665228","doi":"10.54434/candj.82","title":"Sleep Deprivation & Cardiovascular Risk","year":2020,"lang":"en","type":"article","venue":"CAND Journal","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Sleep deprivation; Disease; Medicine; Gerontology; Psychology; Internal medicine; Circadian rhythm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000203526,0.00007904445,0.000131365,0.00004213032,0.0001573982,0.0000328497,0.0001078954,0.0001074819,0.001582325],"category_scores_gemma":[0.0000834271,0.0000645366,0.0002343807,0.0001460341,0.00003917886,0.00004824074,0.00001221982,0.0004787565,0.0006632007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704404,"about_ca_system_score_gemma":0.0000153859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005029985,"about_ca_topic_score_gemma":0.000004833551,"domain_scores_codex":[0.9992373,0.0001264549,0.0001661336,0.0001376138,0.000153997,0.0001784865],"domain_scores_gemma":[0.9995274,0.00002015643,0.00007628651,0.0001453608,0.00004451544,0.0001862846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003398555,0.0001634017,0.1358877,0.00001221423,0.01200834,0.0003463854,0.01703824,0.007868983,0.0001703207,0.001182241,0.1384972,0.6864852],"study_design_scores_gemma":[0.005677099,0.0001236811,0.02426855,0.00001117669,0.001030616,0.0004717309,0.002039594,0.000207002,0.00004328466,0.001008354,0.9647948,0.0003240776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853288,0.02019498,0.06015965,0.002267654,0.00216205,0.0001158353,0.000005187196,0.00006377864,0.02970208],"genre_scores_gemma":[0.9976175,0.000552024,0.0001846958,0.0007050097,0.0007630025,0.000002437771,0.000004203396,0.00001683093,0.000154233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8262977,"threshold_uncertainty_score":0.9993303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330470885061991,"score_gpt":0.2574654426705353,"score_spread":0.2341607338199154,"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."}}