{"id":"W4403047214","doi":"10.1093/jnci/djae200","title":"When is prostate cancer really cancer?","year":2024,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"University of Texas Health Science Center at San Antonio; University of Oxford; National Cancer Institute; University of Toronto; University College London; University of California, San Francisco; Vanderbilt University Medical Center; Vanderbilt University; Moffitt Cancer Center; York University; Prostate Cancer Foundation; Movember Foundation; University of Pittsburgh; Imperial College London; University of Washington; University of California, Davis; Harvard University; Fred Hutchinson Cancer Research Center; Northwestern University; Memorial Sloan-Kettering Cancer Center; Peter MacCallum Cancer Centre; Washington University in St. Louis","keywords":"Medicine; Malignancy; Cancer; Prostate cancer; Disease; Medical diagnosis; Biopsy; Autopsy; Intensive care medicine; Internal medicine; Oncology; Pathology","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":[0.009730391,0.0007007218,0.002173972,0.00231274,0.003589411,0.008051424,0.001741348,0.009065911,0.005729469],"category_scores_gemma":[0.03243082,0.0006769742,0.001186547,0.001857452,0.01134603,0.01403764,0.002842707,0.02040628,0.002910502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005297089,"about_ca_system_score_gemma":0.006902478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009724407,"about_ca_topic_score_gemma":0.01038868,"domain_scores_codex":[0.9932451,0.002516315,0.0006870162,0.0009929338,0.001942059,0.0006166986],"domain_scores_gemma":[0.9800592,0.009499995,0.0009877461,0.0008310283,0.00638073,0.002241373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002242373,0.00006245536,0.005882557,0.002861234,0.0001764764,0.001003143,0.002113062,0.0001419615,0.0006072198,0.03621281,0.6466952,0.3040197],"study_design_scores_gemma":[0.0000307843,0.0001266048,0.005986507,0.005457578,0.000136346,0.003220502,0.00624113,0.0001681385,0.0003328378,0.0645988,0.9135715,0.0001293806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009366142,0.2150961,0.001124001,0.7483492,0.02982446,0.00001917862,0.0002077695,0.00007397927,0.004368675],"genre_scores_gemma":[0.04401466,0.4310631,0.00205758,0.4172543,0.09914557,0.00006117941,0.0004758119,0.0001421561,0.00578561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009730391,"threshold_uncertainty_score":0.05145979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762406372329153,"score_gpt":0.4139105543589784,"score_spread":0.3376699171260631,"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."}}