{"id":"W2291213698","doi":"10.1038/modpathol.2016.49","title":"Disease-specific survival of patients with invasive cribriform and intraductal prostate cancer at diagnostic biopsy","year":2016,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Cribriform; Medicine; Pathology; Prostate cancer; Disease; Biopsy; Oncology; Cancer; Radiology; Internal medicine; Carcinoma","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":[0.0003769746,0.0003051653,0.0004544844,0.0007932905,0.0003231138,0.0007250289,0.000430901,0.0006530518,0.001860616],"category_scores_gemma":[0.002022376,0.0002354687,0.0006721638,0.0007158571,0.0003452698,0.0007683951,0.0005281473,0.0006681596,0.0002910963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005084072,"about_ca_system_score_gemma":0.0003429158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005376578,"about_ca_topic_score_gemma":0.006411416,"domain_scores_codex":[0.9997531,0.00003061837,0.00001640053,0.00006400896,0.00003775495,0.00009808283],"domain_scores_gemma":[0.9991158,0.0002411303,0.0002278225,0.0000545954,0.00009963086,0.0002609956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008581548,0.00002366274,0.9930176,0.00001907501,0.000111858,0.0002380258,0.0000786048,0.0003836345,0.000831973,0.00006399002,0.000228826,0.004144696],"study_design_scores_gemma":[0.000008848242,0.0001105689,0.9981062,0.000005989064,0.00009509555,0.0006135256,0.0001265228,0.0004445187,0.0001171574,0.0001028195,0.000259225,0.000009452325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969388,0.0008475594,0.0001508931,0.00006995194,0.00001517624,0.00000371679,0.0006811016,0.00001009809,0.001282514],"genre_scores_gemma":[0.9990394,0.0001328413,0.00002180491,0.00002096028,0.00001428343,0.000001565261,0.000568374,0.000002195702,0.0001985425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005376578,"threshold_uncertainty_score":0.01069057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015735848313458,"score_gpt":0.2328918052250188,"score_spread":0.2171559569115608,"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."}}