{"id":"W4366721457","doi":"10.1097/dbp.0000000000001179","title":"Newborn Screening Conditions: Early Intervention and Probability of Developmental Delay","year":2023,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Intervention (counseling); Global developmental delay; Medicine; Psychology; Developmental psychology; Biology; Psychiatry; Genetics","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":[0.004198084,0.0001872794,0.0002239246,0.00290204,0.0005353828,0.001030916,0.0005802366,0.0004926292,0.003882816],"category_scores_gemma":[0.03654044,0.0001624033,0.0004586514,0.001488856,0.0006251554,0.001007222,0.001219961,0.0006195971,0.0001488349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079768,"about_ca_system_score_gemma":0.00285423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232695,"about_ca_topic_score_gemma":0.01363591,"domain_scores_codex":[0.9960233,0.001199525,0.0008781415,0.0005472259,0.001085321,0.000266434],"domain_scores_gemma":[0.9657636,0.01443772,0.01506612,0.0006099963,0.003290495,0.0008321337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006229374,0.00002637271,0.9858293,0.0001115597,0.00004845667,0.00006983052,0.0002193411,0.0005015609,0.0001382328,0.0003780931,0.0004056883,0.01220928],"study_design_scores_gemma":[0.000008896882,0.0001338085,0.9930649,0.0002434196,0.00007337234,0.0005895731,0.001204391,0.002405098,0.0005309862,0.000605575,0.001126158,0.00001377917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843282,0.001359457,0.004633946,0.002058216,0.00003443375,0.0001344055,0.001528579,0.00007392708,0.005848997],"genre_scores_gemma":[0.9968388,0.0002500046,0.002426,0.00005532318,0.00001257823,0.00002895869,0.0002745444,0.000003083049,0.0001106154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232695,"threshold_uncertainty_score":0.02451038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578610213829943,"score_gpt":0.2957377835787425,"score_spread":0.2699516814404431,"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."}}