{"id":"W4281963646","doi":"10.5489/cuaj.7954","title":"Recommendations for the implementation of genetic testing for metastatic prostate cancer patients in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; Alberta Children's Hospital; University of Calgary; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; London Health Sciences Centre; McMaster University; Queen Elizabeth II Health Sciences Centre; University of Alberta; BC Cancer Agency; Dalhousie University; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research; Merck Canada; Astellas Pharma; Incyte; Ipsen; Canadian Urological Association; AstraZeneca Canada; Eisai; MacroGenics; Daiichi Sankyo Europe; Janssen Canada; Sanofi; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Genetic testing; Geneticist; Genetic counseling; Medicine; Multidisciplinary approach; Prostate cancer; Cancer; Family medicine; Bioinformatics; Internal medicine; Genetics; Biology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01615646,0.0007967808,0.0007227121,0.002876033,0.01247364,0.005053353,0.00712552,0.0086297,0.017494],"category_scores_gemma":[0.05472706,0.0009373808,0.002257847,0.003443732,0.003750701,0.002745933,0.005758636,0.007643516,0.002357372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09134062,"about_ca_system_score_gemma":0.5413859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9738506,"about_ca_topic_score_gemma":0.9833181,"domain_scores_codex":[0.9762895,0.006574304,0.001913779,0.0009414058,0.007900767,0.006380234],"domain_scores_gemma":[0.8722697,0.01060267,0.002908254,0.001268236,0.0753049,0.0376462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006816538,0.0002292662,0.02804071,0.001189923,0.00005543994,0.001096444,0.003150471,0.001239414,0.0007169438,0.003922218,0.8755481,0.08474291],"study_design_scores_gemma":[0.0003606614,0.0002249212,0.08579167,0.01191019,0.0002227944,0.000768366,0.0280742,0.002338173,0.0009491317,0.006557595,0.8623918,0.0004104875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01322339,0.007928924,0.006117967,0.8725249,0.005000025,0.003943079,0.004898184,0.0008478786,0.08551554],"genre_scores_gemma":[0.2008574,0.02630444,0.1176359,0.5743673,0.001807292,0.008671934,0.009621189,0.0005336978,0.06020088],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09134062,"threshold_uncertainty_score":0.6627257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152806214043363,"score_gpt":0.3344223791003647,"score_spread":0.2828943169599311,"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."}}