{"id":"W4388691290","doi":"10.1002/pros.24650","title":"PROMISE Registry: A prostate cancer registry of outcomes and germline mutations for improved survival and treatment effectiveness","year":2023,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"U.S. Department of Defense","keywords":"Medicine; Prostate cancer; Germline; Cancer registry; Genetic testing; Clinical trial; Cancer; Oncology; Internal medicine; Family medicine; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003137685,0.0002316521,0.0004904458,0.00006105992,0.0001531986,0.00003163387,0.00004944637,0.00004460972,0.00000321178],"category_scores_gemma":[0.0001003152,0.0001345826,0.00008594697,0.0001934421,0.0002343341,0.00005647632,0.00004869033,0.00006403001,0.00000108992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012286,"about_ca_system_score_gemma":0.0001973293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005856314,"about_ca_topic_score_gemma":0.0001453682,"domain_scores_codex":[0.9989135,0.00005694815,0.0002684474,0.0003567417,0.0001087733,0.0002955538],"domain_scores_gemma":[0.9988118,0.0004042577,0.0001906273,0.0003455964,0.0001347558,0.0001129261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008086818,0.001030019,0.761847,0.003441303,0.002737672,0.00008235211,0.008730005,0.0001024719,0.02936967,0.0008201869,0.0005601413,0.1831924],"study_design_scores_gemma":[0.01916877,0.002697115,0.9387812,0.0005718435,0.001099999,0.00002592337,0.0008230939,0.001244341,0.02949265,0.002069201,0.003699821,0.0003260133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846756,0.001358557,0.00001224172,0.007751739,0.0001128187,0.004676155,0.001292351,0.00007794246,0.00004262966],"genre_scores_gemma":[0.9877338,0.004826588,0.0001810225,0.00005222705,0.00004192403,0.00457662,0.0002334445,0.00004478833,0.002309634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828664,"threshold_uncertainty_score":0.5488121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892849411611814,"score_gpt":0.3328008597989748,"score_spread":0.3038723656828567,"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."}}