{"id":"W4403823715","doi":"10.1093/eurpub/ckae144.1950","title":"Evaluating Genetic Testing: A Systematic Review of Assessment Frameworks","year":2024,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genetic testing; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1004367,0.002643494,0.01041192,0.04208636,0.001481594,0.007438794,0.004632476,0.002779106,0.00553443],"category_scores_gemma":[0.289828,0.001775883,0.01207801,0.03198033,0.003177538,0.007787704,0.005454756,0.002722488,0.0004830274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01642344,"about_ca_system_score_gemma":0.03770594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118304,"about_ca_topic_score_gemma":0.02276509,"domain_scores_codex":[0.8857306,0.05475758,0.03544289,0.004433763,0.01836217,0.00127298],"domain_scores_gemma":[0.6211794,0.3215347,0.03258558,0.004668672,0.01900397,0.001027681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001330726,0.0000201861,0.0007416061,0.9221066,0.003850033,0.00007122863,0.0006430303,0.0003193461,0.00006595581,0.001978349,0.001970684,0.06809996],"study_design_scores_gemma":[0.00007934926,0.00005542176,0.001168128,0.9745775,0.009694106,0.00009977535,0.0004186851,0.0001075476,0.00007698131,0.001161748,0.01252784,0.00003273503],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009697064,0.9933043,0.001126251,0.001298969,0.0001613439,0.001287921,0.0009974666,0.0000256542,0.0008282916],"genre_scores_gemma":[0.02896066,0.9595629,0.005262931,0.001023868,0.0001416015,0.004089757,0.0007922457,0.0000247694,0.0001413486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1004367,"threshold_uncertainty_score":0.5311661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223328753495084,"score_gpt":0.4862189387447259,"score_spread":0.2628901852496419,"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."}}