{"id":"W2912051365","doi":"10.1016/j.ridd.2018.12.007","title":"Changes in the health of mothers of children with neurodevelopmental disabilities: An administrative data study","year":2019,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; McGill University; University of British Columbia; BC Children's Hospital; Statistics Canada","funders":"Canadian Institutes of Health Research; Kids Brain Health Network","keywords":"Medicine; Population; Cohort; Cohort study; Psychology; Pediatrics; Demography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007611527,0.0002830145,0.0006023056,0.0004140024,0.0001080028,0.00004554302,0.002053467,0.00008584684,0.001677677],"category_scores_gemma":[0.0005569806,0.0001986339,0.00003383718,0.001289993,0.002288376,0.0004003792,0.0006259315,0.000682059,0.0000510497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039927,"about_ca_system_score_gemma":0.00111903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01087127,"about_ca_topic_score_gemma":0.03727017,"domain_scores_codex":[0.9923571,0.003065191,0.000868249,0.001036877,0.001665877,0.001006705],"domain_scores_gemma":[0.9953,0.002726796,0.0001050425,0.001618695,0.0001035634,0.000145929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007080086,0.004525787,0.8233242,0.0001895987,0.00006501102,0.000003273863,0.1683815,0.000001903154,0.00002884753,0.0006351146,0.000152749,0.001984044],"study_design_scores_gemma":[0.000764138,0.002132947,0.5089802,0.00004847515,0.000001015447,0.000009401679,0.4877431,0.000003505501,0.00003715035,0.0001558588,0.00001719662,0.0001070009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876355,0.00006254273,3.754631e-7,0.0005964682,0.00005931027,0.004163912,0.0003272521,0.00001469033,0.007139968],"genre_scores_gemma":[0.9987304,0.00001015215,0.0001770814,0.0000502406,0.00001625528,0.0004086934,0.0002364656,0.00003143886,0.0003393138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3193616,"threshold_uncertainty_score":0.9992349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3371356284666671,"score_gpt":0.4827330437005931,"score_spread":0.145597415233926,"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."}}