{"id":"W2980955535","doi":"10.1016/j.eururo.2019.09.036","title":"Clinical Outcomes in Cyclin-dependent Kinase 12 Mutant Advanced Prostate Cancer","year":2019,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"National Cancer Institute; Prostate Cancer Foundation","keywords":"Medicine; Prostate cancer; Oncology; Internal medicine; Metastasis; Cancer; Prostate; Androgen deprivation therapy; Androgen receptor; Cancer research","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005144161,0.0001898635,0.0004927054,0.0001403589,0.00002964287,0.000009934954,0.0001532995,0.00006848871,0.0005774032],"category_scores_gemma":[0.0001179341,0.0001349334,0.0001217921,0.0001087605,0.0001267184,0.00005711003,0.0001492042,0.0005385665,0.001256678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008015681,"about_ca_system_score_gemma":0.0001406703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000498836,"about_ca_topic_score_gemma":0.00008601337,"domain_scores_codex":[0.997821,0.0004137915,0.0004963433,0.0005295843,0.000218878,0.00052037],"domain_scores_gemma":[0.9990597,0.000168478,0.00009666954,0.0004311273,0.00005460241,0.000189406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00197083,0.0003652983,0.9646974,0.00003238622,0.00009433065,0.001871363,0.0001936797,0.0000442303,0.002682352,0.00002853063,0.0001550853,0.02786453],"study_design_scores_gemma":[0.01081337,0.001569415,0.9475197,0.00003268814,0.00004542117,0.00002694862,0.0000525531,0.00006180746,0.0003332557,0.00003162886,0.03935039,0.0001628409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751436,0.0009681207,0.000002187626,0.003748956,0.0007500962,0.000912028,0.00002211905,0.00006561846,0.01838734],"genre_scores_gemma":[0.9768596,0.00191766,0.00006806522,0.002032462,0.0001252285,0.00003363106,0.00002848335,0.00005409358,0.01888081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03919531,"threshold_uncertainty_score":0.999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067260508399077,"score_gpt":0.3691256600384133,"score_spread":0.3384530549544225,"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."}}