{"id":"W3133441107","doi":"10.1007/s12687-021-00511-w","title":"Interpretation and management of genetic test results by Canadian family physicians: a multiple choice survey of performance","year":2021,"lang":"en","type":"article","venue":"Journal of Community Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Genetic counseling; Harm; Medicine; Genetic testing; Family medicine; Test (biology); Public health; Epidemiology; Survey data collection; Psychology; Pathology; Statistics; Internal medicine; Social psychology; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004158738,0.00009197648,0.0001699878,0.00005845892,0.00006847524,0.00001170713,0.0002561237,0.00006843641,0.000001092749],"category_scores_gemma":[0.0002683167,0.0001018157,0.00004197105,0.0001627891,0.000100237,0.000005163417,0.0001010572,0.0001624025,1.914361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004494275,"about_ca_system_score_gemma":0.0002728335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061527,"about_ca_topic_score_gemma":0.02112176,"domain_scores_codex":[0.9989454,0.0002542009,0.0004724104,0.00007081057,0.000143126,0.0001140524],"domain_scores_gemma":[0.9983356,0.0001544136,0.0003723449,0.0003721367,0.0007036165,0.00006189878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003347095,0.0005485535,0.2821395,0.0005217016,0.000647964,0.000005537534,0.00171855,0.00927591,0.5748172,0.000001592105,0.007382563,0.1226061],"study_design_scores_gemma":[0.0009061773,0.0004632643,0.8534174,0.0001282472,0.00005652151,0.00001242656,0.0006228646,0.0006771192,0.138325,0.000005981286,0.005286176,0.00009884148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932562,0.005128653,0.0007592144,0.00006865413,0.00009349059,0.00006930381,0.0002859886,7.261457e-7,0.000337749],"genre_scores_gemma":[0.9896312,0.006102561,0.003932995,0.0001461082,0.00002254408,0.000001558589,0.0001059654,0.00001247844,0.00004457561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712779,"threshold_uncertainty_score":0.9967402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313127881633488,"score_gpt":0.2785603250587563,"score_spread":0.2554290462424215,"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."}}