{"id":"W4409536171","doi":"10.3390/disabilities5020039","title":"“If I Died Tomorrow, I’d Die Knowing That My Son Is Safe, Loved by the People in Here, Well Cared for, and Happy”: Exploring Maternal Perspectives on Community Living for Their Adult Children with Intellectual and Developmental Disabilities","year":2025,"lang":"en","type":"article","venue":"Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St.Amant; University of Manitoba; Saint Mary's University","funders":"Winnipeg Foundation","keywords":"Assisted living; Gerontology; Sociology; Gender studies; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007325058,0.0003865684,0.00046691,0.0001074644,0.0007164138,0.0001944161,0.0003530676,0.0001153448,0.0002584456],"category_scores_gemma":[0.002473573,0.0002739241,0.0001082653,0.0001475385,0.001316608,0.0002836049,0.0002804082,0.0004537933,0.00000538637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639967,"about_ca_system_score_gemma":0.00006878508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007122308,"about_ca_topic_score_gemma":0.009289022,"domain_scores_codex":[0.997778,0.0004268826,0.0003599283,0.0006066218,0.0001956738,0.0006329216],"domain_scores_gemma":[0.9838122,0.01550287,0.00004431485,0.0004650394,0.00009277122,0.00008277677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008496345,0.0003261849,0.5965939,0.000224749,0.000129767,7.238825e-8,0.3976628,0.000001019063,0.00002283139,0.00119082,0.0004873853,0.002510922],"study_design_scores_gemma":[0.0008131895,0.0003574922,0.2466839,0.000226628,0.00001890334,0.000003213494,0.7496653,0.00004415838,0.0007052946,0.001117505,0.0001240436,0.0002403297],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917224,0.0007752989,0.0001162578,0.0005387989,0.000112816,0.001695481,0.0003513714,0.00005575269,0.004631821],"genre_scores_gemma":[0.9961951,0.00009248369,0.00009544377,0.0001562775,0.00003708608,0.001377279,0.00004588419,0.00003841486,0.00196197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3520026,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351334813572522,"score_gpt":0.3032362395758527,"score_spread":0.2497228914401275,"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."}}