{"id":"W4392588674","doi":"10.1016/j.gimo.2024.101653","title":"P749: A newly created database to improve the process of variant reclassification for a university-based hospital laboratory","year":2024,"lang":"en","type":"article","venue":"Genetics in Medicine Open","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Database; Process (computing); Computer science; Medicine; Data science; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.002747213,0.0001097439,0.0002576605,0.0001323339,0.0002883889,0.000008509873,0.0006254823,0.0001329503,0.00009720668],"category_scores_gemma":[0.0008298147,0.0000791037,0.0000198041,0.0007998776,0.0001079724,0.00006731943,0.0001372988,0.0003918054,0.00001515016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154119,"about_ca_system_score_gemma":0.001847694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009475183,"about_ca_topic_score_gemma":0.0007592813,"domain_scores_codex":[0.99814,0.0005458194,0.0004978696,0.0003313405,0.0002133657,0.0002715465],"domain_scores_gemma":[0.9976358,0.001152257,0.0001335471,0.0005190406,0.0004360032,0.0001233798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007435308,0.001313398,0.02955282,0.04289239,0.0004711825,0.0002814993,0.4095469,0.001874828,0.02178201,0.1592116,0.2645427,0.06109534],"study_design_scores_gemma":[0.01021476,0.003986272,0.01913366,0.01267338,0.0003538754,0.000001357198,0.2021911,0.037535,0.001452053,0.005693138,0.7059898,0.0007755697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.384887,0.002548983,0.05537035,0.5066167,0.006728903,0.03128957,0.004969614,0.000187955,0.007400973],"genre_scores_gemma":[0.9807866,0.0003233712,0.00897151,0.00642764,0.0007979462,0.000634948,0.000522001,0.00005986893,0.00147611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5958996,"threshold_uncertainty_score":0.3277729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081970987910683,"score_gpt":0.4811032389230844,"score_spread":0.3729061401320162,"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."}}