{"id":"W2940550246","doi":"10.1097/01.ju.0000555949.60899.e0","title":"MP34-07 ASSOCIATION OF PROSTATE-SPECIFIC ANTIGEN TRAJECTORIES WITH MORTALITY IN VETERANS WITH NON-METASTATIC CASTRATION-RESISTANT PROSTATE CANCER","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Internal medicine; Castration; Prostate-specific antigen; Antigen; Prostate; Cancer; Immunology; Hormone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003007473,0.0001400263,0.0001650217,0.0009009856,0.0003010747,0.0005504901,0.000328834,0.000366664,0.03352326],"category_scores_gemma":[0.002496338,0.0001828477,0.0003704283,0.001083467,0.00008222573,0.0003891588,0.0005860427,0.0006412602,0.004631435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364902,"about_ca_system_score_gemma":0.0004506883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007900478,"about_ca_topic_score_gemma":0.01223798,"domain_scores_codex":[0.9998304,0.00003679394,0.00001130412,0.00002200088,0.00006673249,0.00003272446],"domain_scores_gemma":[0.998822,0.0002107036,0.0003179366,0.00005978771,0.0002550814,0.0003344797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007056728,0.0001121243,0.7162865,0.0001541291,0.0001321388,0.000112427,0.0001005493,0.0003186938,0.0004478588,0.000555209,0.2267136,0.05436108],"study_design_scores_gemma":[0.00005306483,0.0001748414,0.9815199,0.0001137988,0.0000462781,0.0002762389,0.0001131408,0.0003854579,0.0001362083,0.0002285417,0.01693358,0.00001886104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058741,0.004715187,0.0006283594,0.009335463,0.0006771138,0.0001563722,0.1247071,0.000586926,0.05331935],"genre_scores_gemma":[0.9113911,0.002382889,0.0006702341,0.001032179,0.0006097943,0.0001619484,0.05045153,0.0001782393,0.03312203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03352326,"threshold_uncertainty_score":0.1121465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230891346502663,"score_gpt":0.3063933412057666,"score_spread":0.28408442774074,"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."}}