{"id":"W4385074059","doi":"10.5489/cuaj.8403","title":"Genetic testing practices among specialist physicians who treat prostate cancer","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ottawa Hospital; Abbotsford Veterinary Clinic; Jewish General Hospital; The Scarborough Hospital; Queen Elizabeth II Health Sciences Centre; University of Ottawa; Dalhousie University; University of British Columbia; University of Toronto; Joseph Brant Hospital; University of Alberta; University Health Network; McMaster University; Centre hospitalier universitaire de Québec; St. Joseph’s Healthcare Hamilton; BC Cancer Agency; London Health Sciences Centre; McGill University; Trillium Health Centre; University of Manitoba; Université Laval; Juravinski Cancer Centre; Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre; University of Calgary","funders":"","keywords":"Genetic testing; Medicine; Germline; Referral; Prostate cancer; Genetic counseling; Genitourinary system; Cancer; Internal medicine; Oncology; Family medicine; Genetics; Gene; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009404979,0.0001066163,0.0001366605,0.0005755948,0.001784254,0.000796867,0.0005740309,0.0005908044,0.0036137],"category_scores_gemma":[0.007851512,0.0001839585,0.0001498395,0.001277874,0.0008733431,0.0003267929,0.000540886,0.0004776246,0.0002861395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006244276,"about_ca_system_score_gemma":0.01283239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.59883,"about_ca_topic_score_gemma":0.7183333,"domain_scores_codex":[0.9984381,0.0003403215,0.0001023887,0.0002019787,0.000572205,0.0003450056],"domain_scores_gemma":[0.9912645,0.001680898,0.002004938,0.0001500525,0.001900481,0.002999143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004510635,0.00007469655,0.9652424,0.0001200823,0.00001595333,0.0007687971,0.006314298,0.0001819345,0.0005839359,0.0001453468,0.007716203,0.01879128],"study_design_scores_gemma":[0.00003127517,0.0002483175,0.9648004,0.0002901862,0.00002592926,0.002051551,0.01926893,0.0005673041,0.0002497844,0.0001300928,0.0123062,0.0000300532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835301,0.002032934,0.0001911673,0.006568689,0.00005226538,0.00006379573,0.0005009269,0.00003374648,0.007026365],"genre_scores_gemma":[0.9958144,0.001006477,0.00039657,0.00190799,0.00002826962,0.00001620078,0.0001854223,0.000005053868,0.0006395733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.59883,"threshold_uncertainty_score":0.807065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415053393292527,"score_gpt":0.2868109326767471,"score_spread":0.2526603987438218,"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."}}