{"id":"W4416292937","doi":"10.1016/j.ridd.2025.105162","title":"RIDD DCD-14 special issue commentary","year":2025,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; BC Children's Hospital","funders":"Canada Excellence Research Chairs, Government of Canada; BC Children's Hospital","keywords":"","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":[0.01566997,0.002319583,0.00457763,0.003777604,0.008404569,0.01226743,0.008675838,0.1246795,0.0645074],"category_scores_gemma":[0.08669814,0.00260038,0.007247505,0.002700397,0.005142189,0.004573048,0.007776911,0.05934267,0.03303583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139904,"about_ca_system_score_gemma":0.02246694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0253196,"about_ca_topic_score_gemma":0.04589357,"domain_scores_codex":[0.9838426,0.00270198,0.001865007,0.001951344,0.006550367,0.003088627],"domain_scores_gemma":[0.9488228,0.02744199,0.002834389,0.001911486,0.01246851,0.006520771],"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":[0.0000173163,0.000005942298,0.00003453051,0.00005944449,0.00001008591,0.00006675796,0.00001973761,0.000008126807,0.00001661885,0.0006536329,0.9980519,0.001055993],"study_design_scores_gemma":[0.0001567766,0.00002146665,0.0003262765,0.0009982028,0.00006708081,0.00009081583,0.00009933879,0.00005027701,0.00007082478,0.002138454,0.9959494,0.00003100991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001124481,0.002394478,0.00009354597,0.630344,0.3534311,0.0001013895,0.0007086157,0.00007324931,0.01274119],"genre_scores_gemma":[0.0004952529,0.0008096324,0.0001018478,0.8430018,0.135671,0.0001602549,0.0001563617,0.00005637569,0.01954756],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1246795,"threshold_uncertainty_score":0.2157987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06558580907363003,"score_gpt":0.3749356830266028,"score_spread":0.3093498739529728,"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."}}