{"id":"W1525886270","doi":"10.1111/cge.12430","title":"Interactive e‐counselling for genetics pre‐test decisions: where are we now?","year":2014,"lang":"en","type":"review","venue":"Clinical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Genetic counseling; Test (biology); Genetic testing; Health care; Psychology; Computer science; Medicine; Medical education; Genetics; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008933081,0.0007912413,0.001902832,0.0001122304,0.000173389,0.0001179427,0.001209417,0.001735877,0.00003688163],"category_scores_gemma":[0.001247903,0.0007354503,0.001504637,0.0002204314,0.0003252136,0.000003191604,0.000310972,0.0007102641,0.0001309683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050406,"about_ca_system_score_gemma":0.0009121368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.682613e-7,"about_ca_topic_score_gemma":0.0000703386,"domain_scores_codex":[0.9949445,0.0003643386,0.002233513,0.001555564,0.0003087933,0.0005932822],"domain_scores_gemma":[0.9930648,0.002753355,0.00142473,0.001801879,0.0006478794,0.0003073194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003989606,0.0002130334,0.00007618027,0.002356209,0.0004693064,0.000002602733,0.00002059838,0.0002079559,0.00001168941,0.000004459827,0.07997911,0.9166189],"study_design_scores_gemma":[0.0005443866,0.0007537293,0.000007849921,0.004768189,0.001216308,0.0000243232,0.00002157513,0.0003623046,0.00008459725,0.0003116065,0.9910873,0.0008178202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004203873,0.9471869,0.04778052,0.0001715993,0.002379448,0.001703253,0.0005920816,0.00002953261,0.0001146106],"genre_scores_gemma":[0.00002295709,0.9708502,0.0210725,0.0002787413,0.004134767,0.0005340135,0.0006335268,0.0002717235,0.002201535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9158012,"threshold_uncertainty_score":0.9995601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244318373673445,"score_gpt":0.4679632212826775,"score_spread":0.343531383915333,"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."}}