{"id":"W4387859721","doi":"10.3390/curroncol30100678","title":"Specialty Care and Counselling about Hereditary Cancer Risk Improves Adherence to Cancer Screening and Prevention in Newfoundland and Labrador Patients with BRCA1/2 Pathogenic Variants: A Population-Based Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Breast cancer; Population; Retrospective cohort study; Specialty; Cancer; Psychological intervention; Ovarian cancer; Cohort; Mammography; Internal medicine; Oncology; Gynecology; Family medicine; Environmental health; Psychiatry","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":[0.0008627463,0.0002955376,0.0004336528,0.0006329951,0.001266895,0.00105259,0.001028446,0.0005814393,0.001889891],"category_scores_gemma":[0.002367261,0.000536541,0.0007020898,0.00113329,0.0004855549,0.0004583009,0.000607068,0.0009079531,0.0002314621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003786794,"about_ca_system_score_gemma":0.002517269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6126932,"about_ca_topic_score_gemma":0.6862199,"domain_scores_codex":[0.9990289,0.0002215833,0.00007118483,0.0001995792,0.0001568624,0.0003218452],"domain_scores_gemma":[0.9977945,0.0002490909,0.0009517194,0.000207936,0.0003090004,0.0004878173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006908131,0.00008921517,0.9986474,0.000003951425,0.00004325997,0.00004263125,0.000194453,0.00001309358,0.00005390777,0.000005681414,0.0001870968,0.0006503229],"study_design_scores_gemma":[0.00000664317,0.0000390725,0.9993932,0.000006159786,0.00002350447,0.00004799546,0.0002934014,0.00008502025,0.00001134101,0.000002445742,0.00008871653,0.000002418929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992303,0.0001207675,0.00002264006,0.00008427571,0.000005384736,0.00001004916,0.0002744953,0.000002104737,0.000250166],"genre_scores_gemma":[0.9991787,0.00006999233,0.00005243278,0.00007565031,0.000005640303,0.000009599137,0.000211668,0.000001829414,0.0003944888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873068,"threshold_uncertainty_score":0.7791755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142821939092659,"score_gpt":0.3412972261811484,"score_spread":0.3198690067902218,"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."}}