{"id":"W4415174448","doi":"10.1111/dmcn.16501","title":"Scientific Posters","year":2025,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; Cerebral Palsy Alliance; University of Queensland; School of Medicine, Virginia Commonwealth University; Virginia Commonwealth University; University of Ottawa; University of Sydney; University of Minnesota; Cumming School of Medicine, University of Calgary; School of Medicine, Case Western Reserve University; Case Western Reserve University; Alberta Health Services; Sydney Medical School; Foundation for Biomedical Research and Innovation; University of Southern California","keywords":"Observational study; Intervention (counseling); Data extraction; Muscular dystrophy; Weakness; Cognition; Test (biology); MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001704688,0.000185185,0.000441174,0.0003192514,0.0002151567,0.00001228628,0.0001394486,0.0001328597,0.0006566785],"category_scores_gemma":[0.001181525,0.0001346941,0.00005224168,0.0005479651,0.0006253067,0.0000326132,0.0001192952,0.0003221382,0.0001551152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002326951,"about_ca_system_score_gemma":0.0001396984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009618097,"about_ca_topic_score_gemma":0.00001107193,"domain_scores_codex":[0.9985381,0.00004390943,0.0003840963,0.0004574966,0.0002150094,0.0003614209],"domain_scores_gemma":[0.9992934,0.0002224451,0.00004825509,0.0001994907,0.00006984043,0.0001665264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001642293,0.001093182,0.5484948,0.0003810845,0.0002188803,0.001880421,0.0008786586,0.000002259712,0.003363052,0.02508278,0.3627505,0.05421213],"study_design_scores_gemma":[0.004605293,0.001138127,0.5094966,0.0002955322,0.000102619,0.001223807,0.0001375123,0.00003325747,0.001365005,0.001685,0.4796982,0.0002189909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.713003,0.0005769751,0.0001135692,0.1403074,0.001415823,0.000470098,0.000002592019,0.0001269219,0.1439836],"genre_scores_gemma":[0.9053537,0.00005752143,0.0002308082,0.09281013,0.00005559213,0.00002105042,0.00006208554,0.0000112381,0.001397829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1923507,"threshold_uncertainty_score":0.7190169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358308254572924,"score_gpt":0.2751174669541769,"score_spread":0.2615343844084477,"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."}}