{"id":"W4410564868","doi":"10.24095/hpcdp.45.5.04","title":"Primary caregivers of individuals with developmental disabilities or disorders in Canada: highlights from the 2018 General Social Survey – Caregiving and Care Receiving","year":2025,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Feeling; Psychology; Mental health; Primary care; Gerontology; Family caregivers; Clinical psychology; Medicine; Psychiatry; Family medicine; Social psychology","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":[0.001326125,0.0004024148,0.0006833425,0.00234852,0.003339343,0.001827389,0.001207263,0.0004824674,0.001549299],"category_scores_gemma":[0.003578313,0.00032989,0.0007547785,0.0102645,0.0006223702,0.0007378148,0.002266395,0.00103171,0.0002022476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03733429,"about_ca_system_score_gemma":0.07006684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971145,"about_ca_topic_score_gemma":0.9985134,"domain_scores_codex":[0.9977682,0.0001719696,0.0001742503,0.0001647998,0.0007382617,0.0009825946],"domain_scores_gemma":[0.9948679,0.0002160815,0.0006493697,0.00007867275,0.002888822,0.001299188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008528371,0.00005620832,0.9797953,0.0002677568,0.00005960774,0.0002467644,0.002531638,0.00009141879,0.00007620768,0.0001559351,0.006702345,0.009931412],"study_design_scores_gemma":[0.00000417925,0.00001169866,0.9937967,0.0001045528,0.00002282279,0.00004710084,0.004467575,0.00008027611,0.00001794689,0.00002195667,0.001416571,0.000008666894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437995,0.005637446,0.0001541604,0.003318654,0.00006465485,0.0002313167,0.03931256,0.00002257148,0.007459043],"genre_scores_gemma":[0.9785746,0.005325189,0.0003439658,0.0006924981,0.00004331603,0.0001039942,0.01375484,0.00000846462,0.001153089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03733429,"threshold_uncertainty_score":0.2708805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585356647731854,"score_gpt":0.3261510897472537,"score_spread":0.2902975232699351,"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."}}