{"id":"W4404930263","doi":"10.1002/jgc4.1995","title":"Evaluation of face validity and core concepts of a novel knowledge scale for inherited heart disease: A pilot study","year":2024,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Health Services; University of Alberta","funders":"","keywords":"Genetic counseling; Context (archaeology); Genetic testing; Medicine; Medical genetics; Face validity; Scale (ratio); Family medicine; Medical education; Disease; Psychology; Clinical psychology; Pathology; Psychometrics; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009994635,0.00009134266,0.0001864948,0.00005759627,0.00003176995,0.00001749421,0.00008032192,0.00002765891,0.00000450141],"category_scores_gemma":[0.0001710112,0.0000799374,0.0000853581,0.00006747955,0.00005058521,0.000003229486,0.00002647358,0.00004247352,1.167051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000136563,"about_ca_system_score_gemma":0.000470307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000408248,"about_ca_topic_score_gemma":0.00001181692,"domain_scores_codex":[0.9990542,0.00006064049,0.0003865331,0.0001489156,0.0002610144,0.00008871051],"domain_scores_gemma":[0.9985681,0.00004340436,0.0001582819,0.0001170194,0.001030577,0.00008260732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005867695,0.00119141,0.006959824,0.0003094458,0.0001954438,0.000002564097,0.001121938,0.002858015,0.9828475,0.000002628114,0.0004431808,0.003481357],"study_design_scores_gemma":[0.02707719,0.04346605,0.5888345,0.002693095,0.01096595,0.0004582723,0.01259027,0.2351309,0.06172232,0.002075193,0.01331693,0.001669309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96669,0.02848816,0.0041362,0.00002862388,0.0002013516,0.0003687347,0.00008092823,0.000001581835,0.000004436077],"genre_scores_gemma":[0.99864,0.000350326,0.0007963339,0.00001269094,0.0001568802,0.000008904714,0.000007341156,0.00001397724,0.00001354015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9211251,"threshold_uncertainty_score":0.3259753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08816440941359004,"score_gpt":0.3754854360005453,"score_spread":0.2873210265869552,"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."}}