{"id":"W3154798771","doi":"10.18632/oncoscience.527","title":"Causation of increased prostate cancer in young men","year":2021,"lang":"en","type":"article","venue":"Oncoscience","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"","keywords":"Cancer; Causation; Prostate cancer; Prostate; Medicine; Oncology; Internal medicine; Philosophy; Epistemology","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":[0.0001207445,0.00005241064,0.0001337504,0.00004249458,0.00002007592,0.000007145855,0.0000306789,0.00001742179,0.0000779329],"category_scores_gemma":[0.00005615907,0.00004297232,0.00002083336,0.0003793121,0.00005280035,0.00007538193,0.00002067131,0.00003932454,0.000002853628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331387,"about_ca_system_score_gemma":0.0005012128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236553,"about_ca_topic_score_gemma":0.001206285,"domain_scores_codex":[0.9993504,0.00001791126,0.0001373097,0.0001813311,0.0001869547,0.0001260966],"domain_scores_gemma":[0.9996507,0.0000200001,0.00005046119,0.0001299408,0.00009246456,0.0000564372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003150362,0.0002011702,0.9248047,0.00004113178,0.000006387067,0.00006961698,0.0006015491,0.00002746635,0.06350418,0.0001663224,0.0000952132,0.01045069],"study_design_scores_gemma":[0.0009763673,0.0001018561,0.8222264,0.000209755,0.000017694,0.000009957751,0.0001548427,0.0004401912,0.1754521,0.0000704717,0.000295747,0.00004460206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916584,0.000878598,0.00000970859,0.001039909,0.00008197092,0.0001965415,0.00002585929,0.00000773094,0.00610123],"genre_scores_gemma":[0.997749,0.001249516,0.0003353537,0.0001086634,0.0000146132,0.00007623059,0.000009122591,0.000003822397,0.0004536732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119479,"threshold_uncertainty_score":0.357599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688998410250707,"score_gpt":0.310930550001239,"score_spread":0.2940405658987319,"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."}}