{"id":"W1827284902","doi":"10.1111/bju.13314","title":"Prostate cancer risk prediction using the novel versions of the European Randomised Study for Screening of Prostate Cancer ( <scp>ERSPC</scp> ) and Prostate Cancer Prevention Trial ( <scp>PCPT</scp> ) risk calculators: independent validation and comparison in a contemporary European cohort","year":2015,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Prostate cancer; Medicine; Prostate; Oncology; Gynecology; Internal medicine; Cancer; Receiver operating characteristic; Urology","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":[0.02448856,0.000939178,0.0014643,0.001231943,0.0002762058,0.001530056,0.001072793,0.001174824,0.000988223],"category_scores_gemma":[0.04653141,0.0005283466,0.002077263,0.001521543,0.000617919,0.001077239,0.001586571,0.001200673,0.000260922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468417,"about_ca_system_score_gemma":0.001092843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432832,"about_ca_topic_score_gemma":0.001910054,"domain_scores_codex":[0.9820701,0.01187884,0.001541765,0.001938415,0.002291504,0.0002794995],"domain_scores_gemma":[0.966055,0.01341311,0.01248536,0.00424632,0.003084671,0.0007156248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0394429,0.0004464741,0.9146572,0.0004432132,0.007502605,0.00007233655,0.0002005409,0.004555271,0.0007465003,0.0007311721,0.001316285,0.02988566],"study_design_scores_gemma":[0.009631795,0.00453781,0.9606953,0.0001947698,0.003892224,0.0007661451,0.00007546899,0.01547512,0.001008286,0.0009315831,0.002678073,0.0001134736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878038,0.002340021,0.005053394,0.0002427925,0.00009199162,0.0006263104,0.002426269,0.00007828454,0.001337087],"genre_scores_gemma":[0.9846868,0.0006251732,0.008587365,0.0001759211,0.0001291945,0.0006613926,0.004709883,0.00003857685,0.0003856103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448856,"threshold_uncertainty_score":0.1295094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441601773117787,"score_gpt":0.3193706734960444,"score_spread":0.2649546557648665,"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."}}