{"id":"W2181456117","doi":"10.1093/jamia/ocv053","title":"Dynamic software design for clinical exome and genome analyses: insights from bioinformaticians, clinical geneticists, and genetic counselors","year":2015,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of Victoria; Child and Family Research Institute; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Genome British Columbia; Genome Canada","keywords":"Computer science; Software; Personalization; Graphical user interface; User interface; Flexibility (engineering); Data science; Human–computer interaction; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03733467,0.0007597462,0.0003825938,0.00187813,0.002192198,0.006747961,0.002662329,0.001524192,0.002474155],"category_scores_gemma":[0.07261381,0.0006395235,0.0005845708,0.0008876802,0.002743662,0.003805653,0.003683528,0.001388294,0.0007629084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002418555,"about_ca_system_score_gemma":0.00531612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978477,"about_ca_topic_score_gemma":0.002197677,"domain_scores_codex":[0.9757339,0.017946,0.001122017,0.001675541,0.002749636,0.0007729477],"domain_scores_gemma":[0.924595,0.06032022,0.002863529,0.002924275,0.00677576,0.002521271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001056078,0.001279584,0.1646346,0.001403851,0.0001513045,0.001824017,0.215655,0.01142177,0.02762448,0.02695609,0.01164198,0.5363513],"study_design_scores_gemma":[0.001324713,0.005185304,0.1273004,0.002854298,0.0006582959,0.008587837,0.259709,0.2025793,0.0607933,0.1206548,0.2095492,0.0008033889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658498,0.0007230429,0.3194503,0.00849852,0.0000654757,0.0007091825,0.0001512309,0.002218546,0.0096856],"genre_scores_gemma":[0.7452741,0.0003769752,0.2501798,0.001119543,0.00003441355,0.0006004669,0.0002461524,0.0004235079,0.001745058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03733467,"threshold_uncertainty_score":0.1974469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298208883625083,"score_gpt":0.3653914862449744,"score_spread":0.3224093974087235,"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."}}