{"id":"W3159545343","doi":"10.2217/fon-2021-0153","title":"Real-World Genetic Testing Patterns in Metastatic Castration-Resistant Prostate Cancer","year":2021,"lang":"en","type":"article","venue":"Future Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Merck Sharp and Dohme","keywords":"Medicine; FANCA; PALB2; Prostate cancer; Oncology; Genetic testing; Internal medicine; Cancer; DNA repair; Gene; Mutation; Fanconi anemia; Genetics; Germline mutation","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":[0.0009569283,0.0001349318,0.0001917784,0.0009750271,0.0002565599,0.0006618709,0.0004716107,0.0004461822,0.002210474],"category_scores_gemma":[0.006168746,0.0001512884,0.000239023,0.001632254,0.000312713,0.0005082887,0.0004940534,0.0004107561,0.0002425273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004343209,"about_ca_system_score_gemma":0.0003830925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356759,"about_ca_topic_score_gemma":0.006476633,"domain_scores_codex":[0.9987015,0.0004304581,0.0001905369,0.0003089511,0.0002236282,0.0001450449],"domain_scores_gemma":[0.9927341,0.00172898,0.004465656,0.0002658055,0.0003170918,0.0004883649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006410092,0.00001206655,0.9984939,0.000008530113,0.00001627821,0.00004802943,0.00003175354,0.00006063672,0.00006373136,0.00001398353,0.00008801581,0.001098999],"study_design_scores_gemma":[0.000002816263,0.00005518482,0.998567,0.000009603925,0.000009531804,0.0005698978,0.0002192129,0.000260913,0.00008479076,0.00003014475,0.0001866611,0.000004169839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998412,0.0002947352,0.00009390201,0.0001117102,0.000002966479,0.000005511984,0.0007290858,0.000004800161,0.0003451635],"genre_scores_gemma":[0.9994754,0.00006293736,0.00005638753,0.00001738319,0.000003071743,0.000002585486,0.0003492586,0.000001218593,0.00003166935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004356759,"threshold_uncertainty_score":0.00866282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0559407481845942,"score_gpt":0.3889786225716865,"score_spread":0.3330378743870923,"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."}}