{"id":"W3012648599","doi":"10.1186/s13053-020-0136-2","title":"Group plus “mini” individual pre-test genetic counselling sessions for hereditary cancer shorten provider time and improve patient satisfaction","year":2020,"lang":"en","type":"article","venue":"Hereditary Cancer in Clinical Practice","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Genetic counseling; Session (web analytics); Family medicine; Genetic testing; Likert scale; Test (biology); Cancer; Patient satisfaction; Nursing; Internal medicine; Psychology; Genetics","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":[0.0005814024,0.0003340451,0.0004023991,0.00004251313,0.0001637884,0.00006870908,0.0002203024,0.0004455673,0.0001277041],"category_scores_gemma":[0.001688519,0.0003374573,0.0001371537,0.0002155067,0.0001928502,0.00008768518,0.0001247701,0.0005743261,0.000007848686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718611,"about_ca_system_score_gemma":0.0009096403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421051,"about_ca_topic_score_gemma":0.00139792,"domain_scores_codex":[0.9967917,0.0002472072,0.001034731,0.001103159,0.0003906168,0.00043265],"domain_scores_gemma":[0.9973161,0.001280028,0.0004488376,0.0003673325,0.0002994477,0.0002882664],"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":[0.005990186,0.0009570245,0.04557874,0.0007350907,0.001546106,0.0002177509,0.003136985,0.02008884,0.03337039,0.00001332298,0.1746721,0.7136935],"study_design_scores_gemma":[0.02002923,0.01524005,0.2990051,0.00117154,0.00352138,0.0003972698,0.005917958,0.06230661,0.01179069,0.0009617902,0.5748417,0.004816663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445015,0.03102583,0.002355126,0.01230028,0.003564121,0.002834868,0.003138492,0.00007900814,0.0002007932],"genre_scores_gemma":[0.9531102,0.01478166,0.01453676,0.008456866,0.006893809,0.001573211,0.0003854901,0.0001405437,0.0001214916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7088768,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378496976598535,"score_gpt":0.367562195520911,"score_spread":0.3297124978610574,"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."}}