{"id":"W3153669209","doi":"10.3390/cancers13081894","title":"The Screen Project: Guided Direct-To-Consumer Genetic Testing for Breast Cancer Susceptibility in Canada","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Women's College Hospital","keywords":"Medicine; Genetic testing; Genetic counseling; Breast cancer; Ovarian cancer; Family medicine; Gynecology; Test (biology); Internal medicine; Cancer; Oncology; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001925449,0.0003863458,0.0003563007,0.0009399878,0.003195916,0.001521453,0.001158443,0.0005825348,0.005235814],"category_scores_gemma":[0.00294269,0.0004102065,0.0005128085,0.00228488,0.0008333387,0.0004065312,0.001656145,0.0008381619,0.0004942003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05137102,"about_ca_system_score_gemma":0.1543142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954842,"about_ca_topic_score_gemma":0.9968675,"domain_scores_codex":[0.9983749,0.0002400224,0.00005375821,0.0001488139,0.0007077138,0.0004747728],"domain_scores_gemma":[0.9962808,0.000257825,0.0002406753,0.00007076785,0.001288468,0.001861423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002095687,0.001742558,0.6652868,0.0008931185,0.0002385072,0.001155157,0.005579067,0.0007879019,0.001579032,0.002060803,0.1177665,0.2008148],"study_design_scores_gemma":[0.0004222765,0.0007753093,0.9454128,0.0003524257,0.0001212594,0.0003475454,0.005836729,0.00155023,0.0005576102,0.0003530046,0.04418585,0.00008505204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177511,0.005121328,0.00128447,0.01163363,0.000267154,0.002680347,0.03585569,0.0002486428,0.02515767],"genre_scores_gemma":[0.953581,0.005451846,0.004041082,0.004908843,0.00007908456,0.0009462119,0.011193,0.00008332617,0.01971554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05137102,"threshold_uncertainty_score":0.3727246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573542612191103,"score_gpt":0.2971254799155142,"score_spread":0.2713900537936032,"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."}}