{"id":"W4410601995","doi":"10.3390/curroncol32060290","title":"Canadian Recommendations for Germline Genetic Testing of Patients with Breast Cancer: A Call to Action","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; McMaster University; Nova Scotia Health Authority; Memorial University of Newfoundland; Cancer Care Nova Scotia; University of Toronto; University of Ottawa; McGill University; McGill University Health Centre; Jewish General Hospital; Sunnybrook Health Science Centre; Ottawa Hospital; Health Sciences Centre","funders":"AstraZeneca Canada","keywords":"Genetic testing; Medicine; Breast cancer; Germline; Genetic counseling; Health professionals; Government (linguistics); Cancer; Family medicine; Bioinformatics; Health care; Internal medicine; Gene; Genetics; Political science; Biology","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":[0.03848094,0.001102879,0.001550118,0.004664642,0.008016835,0.006498415,0.007969938,0.01806676,0.009961255],"category_scores_gemma":[0.1066604,0.001167793,0.003744326,0.005042543,0.007339146,0.004702979,0.005073508,0.02440509,0.002797174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06474457,"about_ca_system_score_gemma":0.3598761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9326513,"about_ca_topic_score_gemma":0.9598588,"domain_scores_codex":[0.9633675,0.009438025,0.00406592,0.001570677,0.01722381,0.004334142],"domain_scores_gemma":[0.7757536,0.0318527,0.004245198,0.004234206,0.1555213,0.02839307],"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":[0.00003226646,0.00006815634,0.0024317,0.0004496427,0.00003878154,0.0003310204,0.0009856987,0.0002625599,0.0003370531,0.005350717,0.9485649,0.04114746],"study_design_scores_gemma":[0.0001305024,0.00004166237,0.007471776,0.003342852,0.0001146958,0.0004192936,0.002642544,0.0004865545,0.0002888411,0.006755523,0.9781007,0.0002050213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006629764,0.006702845,0.001947013,0.9723359,0.00527801,0.0002744324,0.0006831121,0.0002043378,0.01191137],"genre_scores_gemma":[0.02338979,0.02421958,0.06492048,0.8568354,0.003731526,0.0007689787,0.002505349,0.0002840737,0.02334481],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9352554,"threshold_uncertainty_score":0.4697569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453067994278443,"score_gpt":0.3927008376459519,"score_spread":0.3381701577031675,"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."}}