{"id":"W4241260788","doi":"10.21203/rs.3.rs-211546/v1","title":"Marital Status and Prostate Cancer Incidence: A Pooled Analysis of 12 Case-Control Studies From the PRACTICAL Consortium","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"National Human Genome Research Institute; Cancer Council Victoria; Medical Research Council; Canadian Institutes of Health Research; Pancreatic Cancer UK; European Commission; Rosetrees Trust; Cancer Research Institute; Royal Marsden NHS Foundation Trust; Prostate Cancer Foundation of Australia; National Institute for Health and Care Research; Prostate Cancer Foundation; National Cancer Research Institute; National Institutes of Health; National Health and Medical Research Council; Cancer Research UK","keywords":"Prostate cancer; Incidence (geometry); Medicine; Marital status; Oncology; Internal medicine; Cancer; Gynecology; Environmental health; Demography; Sociology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01645823,0.001676244,0.003325042,0.004215892,0.0006572671,0.002056937,0.001192432,0.001447743,0.003037344],"category_scores_gemma":[0.03141711,0.001491928,0.009679697,0.006344523,0.0005400662,0.0007263744,0.001998802,0.0007004561,0.000355233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006509229,"about_ca_system_score_gemma":0.0009423452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466392,"about_ca_topic_score_gemma":0.01571847,"domain_scores_codex":[0.9817608,0.01247527,0.002132525,0.0019267,0.001213979,0.0004907249],"domain_scores_gemma":[0.9800388,0.00996295,0.003762114,0.004155529,0.001596288,0.0004843167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0211142,0.0001312418,0.5011254,0.006336742,0.4480338,0.0003019175,0.0003921594,0.0005672761,0.001633766,0.0001598446,0.003262571,0.01694096],"study_design_scores_gemma":[0.003047446,0.0006897619,0.6326197,0.0009132098,0.3578123,0.0003631933,0.0003014186,0.0004107808,0.0004410174,0.0002014729,0.003125682,0.00007402818],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7665676,0.1981912,0.006096701,0.0005813574,0.0003039253,0.0007414209,0.02540261,0.0001487733,0.001966325],"genre_scores_gemma":[0.9701798,0.01566285,0.002256453,0.0002845817,0.0001745015,0.0005361472,0.01004562,0.00009789233,0.00076213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645823,"threshold_uncertainty_score":0.08704048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025642401558307,"score_gpt":0.5034664123040296,"score_spread":0.3009021721481989,"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."}}