{"id":"W2751875315","doi":"10.1002/pd.5149","title":"Group genetic counseling: An alternate service delivery model in a high risk prenatal screening population","year":2017,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newborn Screening Ontario; Children's Hospital of Eastern Ontario","funders":"","keywords":"Genetic counseling; Medicine; Anxiety; Population; Family medicine; Genetic testing; Clinical psychology; Patient satisfaction; Service delivery framework; Service (business); Psychiatry; Nursing; Internal medicine; Genetics; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001988982,0.0002135134,0.0001652859,0.0000809106,0.000301326,0.0001607767,0.0006282719,0.0001840704,0.00001312264],"category_scores_gemma":[0.00009764282,0.0002488174,0.00006553996,0.00006275413,0.00004982466,0.00005929388,0.00029273,0.0001596936,0.000008324622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006557495,"about_ca_system_score_gemma":0.00004899009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007077251,"about_ca_topic_score_gemma":0.008459113,"domain_scores_codex":[0.9984725,0.00007671553,0.0002924163,0.0006275308,0.000220624,0.0003102874],"domain_scores_gemma":[0.998619,0.00002091356,0.0002507397,0.0008933546,0.0001125097,0.0001035169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002240486,0.0002182905,0.690895,0.00009673103,0.0001187991,0.00002034732,0.0003782495,0.2206923,0.00395994,0.0000671721,0.000122921,0.08320627],"study_design_scores_gemma":[0.00231597,0.0002257945,0.6400958,0.0001877912,0.0001086371,0.00001939985,0.00006586347,0.3083698,0.04571773,0.00196073,0.0001901049,0.0007423587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934006,0.0007031402,0.004899496,0.000112577,0.0001970825,0.0003095302,0.000316449,0.00002592187,0.00003523273],"genre_scores_gemma":[0.9837805,0.001085137,0.01364009,0.0001821311,0.0002386852,0.0003125401,0.0006953799,0.00004924175,0.00001631435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08767752,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810951549669956,"score_gpt":0.27431354672494,"score_spread":0.2562040312282405,"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."}}