{"id":"W4388201390","doi":"10.1200/op.2023.19.11_suppl.123","title":"Alternative model to deliver germline genetic testing to patients with advanced prostate cancer (PCa).","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Genetic counseling; Genetic testing; Germline; Referral; Oncology; Family medicine; Internal medicine; Genetics","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":[0.003548307,0.0003500134,0.000145086,0.0006213783,0.001188679,0.001231562,0.001469482,0.0007579214,0.01255081],"category_scores_gemma":[0.008924601,0.0003312489,0.0006487639,0.0004083836,0.0004550091,0.001391217,0.002635791,0.001126112,0.00270811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980971,"about_ca_system_score_gemma":0.006756558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007478899,"about_ca_topic_score_gemma":0.01663735,"domain_scores_codex":[0.9974747,0.001123898,0.0001578712,0.0003370862,0.0005886169,0.0003177359],"domain_scores_gemma":[0.9945679,0.001072088,0.001105239,0.0004665118,0.0008480974,0.001940235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009152802,0.01460353,0.1732095,0.0009385505,0.0001451773,0.001434655,0.003685402,0.00644601,0.005491786,0.004258359,0.07999562,0.708876],"study_design_scores_gemma":[0.004335382,0.03996483,0.3428576,0.002470236,0.000693845,0.01395564,0.009750925,0.1312736,0.01946104,0.01258462,0.4221357,0.000516658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7897137,0.001920707,0.1057776,0.03660301,0.001287427,0.008411004,0.00209748,0.004971805,0.04921735],"genre_scores_gemma":[0.7624872,0.001565856,0.2059063,0.0110328,0.0004149217,0.003339335,0.001777344,0.0002836058,0.01319268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255081,"threshold_uncertainty_score":0.04198658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585803036844899,"score_gpt":0.3572052135443728,"score_spread":0.3313471831759239,"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."}}