{"id":"W3080674383","doi":"10.1002/pros.24052","title":"Sleep quality and prostate cancer aggressiveness: Results from the REDUCE trial","year":2020,"lang":"en","type":"article","venue":"The Prostate","topic":"Sleep and related disorders","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"National Cancer Institute; National Institutes of Health","keywords":"Prostate cancer; Medicine; Prostate; Sleep (system call); Oncology; Cancer; Sleep quality; Internal medicine; Psychiatry; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005647921,0.0001902275,0.0002190136,0.000012209,0.0002975832,0.00006976016,0.0003331992,0.000106277,0.0002242381],"category_scores_gemma":[0.0002639971,0.00009643623,0.0000686272,0.0002229354,0.0003268804,0.00006142433,0.0001158907,0.0004310615,0.0001395982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001300163,"about_ca_system_score_gemma":0.00004103016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282594,"about_ca_topic_score_gemma":0.00008534944,"domain_scores_codex":[0.9979382,0.0006374849,0.000428063,0.0004670242,0.0001945184,0.0003347395],"domain_scores_gemma":[0.9985339,0.0005472276,0.0003067401,0.0004593827,0.00005078052,0.0001019374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.287141,0.0003493248,0.003807887,0.00002804428,0.002223223,0.0000645144,0.3452423,0.000346918,0.001284283,0.001329817,0.0451798,0.3130029],"study_design_scores_gemma":[0.5213708,0.002254881,0.1038595,0.0004306372,0.002152162,0.00002052616,0.05698526,0.001331696,0.003213555,0.0263109,0.279489,0.002581151],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937377,0.00731396,0.000008914067,0.09237093,0.001184825,0.001384714,0.0005517534,0.00009952889,0.003347658],"genre_scores_gemma":[0.9927108,0.001201512,0.00001261231,0.004242583,0.0004707562,0.000235461,0.00005683956,0.00003396497,0.001035505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104217,"threshold_uncertainty_score":0.4962322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140033909654873,"score_gpt":0.356858681927252,"score_spread":0.2954583428307032,"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."}}