{"id":"W4412166692","doi":"10.1017/cjn.2025.10239","title":"P.076 3-year Clinical Lessons Learned from the Alberta Spinal Muscular Atrophy Newborn Screening (SMA-NBS)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; Calgary Laboratory Services","funders":"","keywords":"Spinal muscular atrophy; SMA*; Medicine; Newborn screening; Physical medicine and rehabilitation; Physical therapy; Pediatrics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001239876,0.0004460942,0.0002297927,0.0005836252,0.0007197391,0.001127707,0.001191767,0.001789393,0.005678894],"category_scores_gemma":[0.003138105,0.0001628988,0.000234824,0.0005071551,0.0006780567,0.0007796462,0.0007957497,0.001810523,0.001789049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00334002,"about_ca_system_score_gemma":0.006476155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2262388,"about_ca_topic_score_gemma":0.2928237,"domain_scores_codex":[0.9995963,0.00006284648,0.00002378274,0.00005771574,0.0001609881,0.00009833923],"domain_scores_gemma":[0.9985832,0.0001209671,0.00006068021,0.00005097613,0.0005711416,0.0006129671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003115239,0.0002826572,0.07038871,0.0002313945,0.00003728202,0.007622405,0.0009770831,0.0004420968,0.001022202,0.001270768,0.4346396,0.4827742],"study_design_scores_gemma":[0.0002227083,0.0008996892,0.3162251,0.002084701,0.0001456846,0.01501713,0.004902982,0.001104299,0.001131241,0.005009531,0.6531453,0.0001118255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1451334,0.06211748,0.002491253,0.6918644,0.01884511,0.0001430761,0.004097605,0.0008689412,0.07443875],"genre_scores_gemma":[0.6664608,0.1043151,0.006809694,0.1041206,0.02137929,0.0001639717,0.006908474,0.0003528911,0.08948918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7737612,"threshold_uncertainty_score":0.4498439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078570802451738,"score_gpt":0.3777542518123152,"score_spread":0.2698971715671414,"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."}}