{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002974014,0.0003491995,0.0002694807,0.0005597373,0.008563822,0.002423384,0.001114518,0.0005958609,0.001307004],"category_scores_gemma":[0.005493738,0.0002376525,0.0002013997,0.000581186,0.006771233,0.001503017,0.002379106,0.001460994,0.0001099684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142257,"about_ca_system_score_gemma":0.01781951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4409426,"about_ca_topic_score_gemma":0.6723027,"domain_scores_codex":[0.9982195,0.0009437054,0.0000421671,0.00008507953,0.0002489187,0.0004606358],"domain_scores_gemma":[0.9976256,0.001196653,0.0003382231,0.00006822935,0.0003544602,0.0004167569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001475629,0.00001038964,0.007211,0.00003504056,0.000002900102,0.0006513586,0.9865335,0.0000121498,0.0002884837,0.0009311045,0.0005615994,0.003747745],"study_design_scores_gemma":[0.000001192801,0.00001144025,0.003800797,0.00005965971,0.000004286234,0.0001923145,0.991236,0.00001443827,0.0001076005,0.00008934664,0.004477857,0.00000518484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98853,0.0005538113,0.0003128541,0.002848466,0.00003201534,0.0000290325,0.00005204468,0.000005052796,0.007636625],"genre_scores_gemma":[0.996666,0.0009123349,0.0003042009,0.0003787052,0.000008230668,0.00002239392,0.00002415379,0.000004104804,0.001679915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4409426,"threshold_uncertainty_score":0.876752,"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."}}