{"id":"W3115466296","doi":"10.3747/co.27.6385","title":"Presenting Stage and Risk Group in Men Dying of Prostate Cancer","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Foundation; Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Medicine; Stage (stratigraphy); Prostate cancer; Prostate; Cancer; Oncology; Gynecology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004065843,0.000163038,0.00027266,0.0009305878,0.0006550499,0.0005421656,0.0003837243,0.0003336329,0.002082584],"category_scores_gemma":[0.002019883,0.0001677778,0.0004230066,0.001067526,0.0002990156,0.0003665333,0.000593851,0.0005612781,0.0001573929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851465,"about_ca_system_score_gemma":0.001337636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04920872,"about_ca_topic_score_gemma":0.08263231,"domain_scores_codex":[0.9996219,0.0000508969,0.00003448235,0.0000785861,0.0001112593,0.000102875],"domain_scores_gemma":[0.9987912,0.00009743225,0.0006435172,0.00002821887,0.0001320566,0.0003076211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004108366,0.000007446299,0.9986784,0.00001044499,0.00001390949,0.00006539418,0.0000752579,0.00003442175,0.00004888096,0.00001485296,0.0001381333,0.0008717212],"study_design_scores_gemma":[0.000002704716,0.00002910945,0.9990459,0.00001187132,0.00001175235,0.0003372106,0.0002099378,0.0001146592,0.0000200547,0.00004108259,0.0001712315,0.000004402388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971071,0.0007748177,0.0001016897,0.0001876034,0.00001123092,0.00002093892,0.0007202225,0.000008792781,0.001067614],"genre_scores_gemma":[0.9993625,0.000108952,0.00006788217,0.00002428381,0.0000076816,0.000004964313,0.0003031968,0.000001309057,0.0001193018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04920872,"threshold_uncertainty_score":0.09784454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042090920633074,"score_gpt":0.406914638135738,"score_spread":0.3027055460724307,"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."}}