{"id":"W4412759527","doi":"10.1002/ajmg.a.64194","title":"45th Annual David Smith Workshop on Malformations and Morphogenesis","year":2025,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; BC Children's Hospital; Women's Health Research Institute","funders":"","keywords":"Craniofacial; Morphogenesis; Indigenous; Congenital malformations; Neural tube; History; Library science; Biology; Ecology; Genetics; Computer science; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088503,0.0008531912,0.0004929648,0.001229996,0.001486484,0.003817922,0.0009443099,0.002306291,0.02989466],"category_scores_gemma":[0.00387786,0.0003327489,0.0008048628,0.0004356312,0.001941376,0.001693567,0.003114921,0.003491821,0.008056899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004275831,"about_ca_system_score_gemma":0.004781206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006152237,"about_ca_topic_score_gemma":0.01156729,"domain_scores_codex":[0.9986021,0.0004295734,0.00004615047,0.0001602693,0.0005510595,0.0002108933],"domain_scores_gemma":[0.998147,0.0004108446,0.00005538384,0.00007304145,0.0004900902,0.0008236821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004551098,0.00002559236,0.0001722768,0.00009405262,0.000007441277,0.0002120544,0.00050223,0.0002681227,0.0005925921,0.01821451,0.9114199,0.06844569],"study_design_scores_gemma":[0.000001583664,0.000006513629,0.0001699524,0.0001197795,0.000001772637,0.0001714116,0.0001526637,0.00003993775,0.0001453903,0.002958576,0.9962273,0.000005235171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005786887,0.1836604,0.01858202,0.3241549,0.1409007,0.0001316619,0.0008316576,0.000534996,0.3254167],"genre_scores_gemma":[0.04758086,0.1282872,0.01206843,0.02782341,0.0261899,0.0002380471,0.0006939663,0.0004679245,0.7566504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02989466,"threshold_uncertainty_score":0.1000076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06708913501668431,"score_gpt":0.4304535386367425,"score_spread":0.3633644036200582,"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."}}