{"id":"W2955814957","doi":"10.1016/j.ssmph.2019.100441","title":"A population-level study of the mental health of siblings of children who have a developmental disability","year":2019,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Mental health; Depression (economics); Population; Psychiatry; Medicine; Stressor; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001645556,0.0001676803,0.0006213384,0.0001238765,0.0001639237,0.000005935102,0.0002868835,0.00008702377,0.0005269597],"category_scores_gemma":[0.00008613428,0.0001350843,0.0001267328,0.0004897061,0.0001369017,0.0001158967,0.0001269208,0.0002157142,0.00001012395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762173,"about_ca_system_score_gemma":0.0002675771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1033779,"about_ca_topic_score_gemma":0.00585556,"domain_scores_codex":[0.9962492,0.0007615901,0.001422671,0.0004334978,0.0007449317,0.0003880847],"domain_scores_gemma":[0.9982228,0.0001229625,0.0007785676,0.0006559977,0.00008885938,0.0001308228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001753716,0.001903564,0.9717329,0.0001967562,0.0000507223,2.276734e-8,0.02170335,0.00003677022,0.00001147106,0.0006103676,0.0004215283,0.003157181],"study_design_scores_gemma":[0.001390816,0.0006630315,0.9740344,0.00005798084,0.000003993057,0.000002281158,0.02341206,0.0000624692,0.00001398664,0.0002605345,0.000006595396,0.00009183555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952151,0.0000572834,0.000006439127,0.0008893856,0.0002246329,0.003106773,0.0002308268,0.00001524654,0.0002543347],"genre_scores_gemma":[0.9990781,0.000002442733,0.0001785341,0.0001732262,0.00002575008,0.00002472368,0.0002799712,0.00001777561,0.0002195092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09752236,"threshold_uncertainty_score":0.9025928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07072118141360176,"score_gpt":0.4100555615936406,"score_spread":0.3393343801800388,"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."}}