{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002349791,0.0006225298,0.002037058,0.0003288823,0.000233163,0.0008444231,0.0004737468,0.0007292333,0.004186184],"category_scores_gemma":[0.006019452,0.0002628265,0.003378187,0.0005204374,0.0003499296,0.0005331056,0.0005385333,0.001457511,0.000259663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935685,"about_ca_system_score_gemma":0.0006041402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681801,"about_ca_topic_score_gemma":0.003265325,"domain_scores_codex":[0.9984485,0.00104502,0.00008718327,0.0001620674,0.0001641812,0.00009314517],"domain_scores_gemma":[0.9973196,0.001140796,0.0008469772,0.00026923,0.0001819868,0.0002413956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6979269,0.002399252,0.09969186,0.01179486,0.06239796,0.0001885163,0.0002869266,0.001825919,0.001560779,0.001039959,0.01607358,0.1048134],"study_design_scores_gemma":[0.4304274,0.04104226,0.434718,0.00191842,0.07191125,0.0004876823,0.0002412946,0.00240016,0.0007659346,0.002878043,0.01307008,0.000139582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090909,0.07404284,0.00064634,0.003346856,0.0004575171,0.0005511721,0.006135409,0.00009798774,0.005631061],"genre_scores_gemma":[0.9790956,0.01097129,0.000678513,0.001312319,0.0007107257,0.0006467282,0.00472595,0.00004069374,0.001818228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004186184,"threshold_uncertainty_score":0.01400417,"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."}}