{"id":"W4319982606","doi":"10.3390/ijerph20043110","title":"Being a Parent of Children with Disabilities during the COVID-19 Pandemic: Multi-Method Study of Health, Social Life, and Occupational Situation","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Mitacs","keywords":"Loneliness; Mental health; Anxiety; Social isolation; Feeling; Psychology; Scale (ratio); Pandemic; Social support; UCLA Loneliness Scale; Depression (economics); Clinical psychology; Coronavirus disease 2019 (COVID-19); Medicine; Psychiatry; Gerontology; Social psychology; Disease","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":[0.00431333,0.0004473785,0.0004514586,0.001341076,0.00377011,0.001206482,0.0006584721,0.0005458583,0.001674057],"category_scores_gemma":[0.004233473,0.000488374,0.0005497099,0.001868727,0.001031785,0.0008439079,0.001434272,0.0006990787,0.0001934047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004596904,"about_ca_system_score_gemma":0.004583229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2274774,"about_ca_topic_score_gemma":0.4586998,"domain_scores_codex":[0.9978039,0.00122152,0.0001361634,0.0001845414,0.0002510991,0.0004027889],"domain_scores_gemma":[0.9977751,0.0007585877,0.0005964163,0.0001316706,0.00048871,0.0002494327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002515281,0.0007125043,0.8351246,0.0002273013,0.00009282819,0.0007603869,0.1457825,0.00005945646,0.0007042369,0.0001064425,0.0008892257,0.01528903],"study_design_scores_gemma":[0.00003373908,0.000719893,0.7837237,0.0001632009,0.00004266944,0.0002801407,0.2127568,0.0001431406,0.0001750413,0.00004504144,0.001882056,0.00003460007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982809,0.0002238397,0.0002060441,0.00007966741,0.000007225923,0.0004784355,0.0002505268,0.000002023558,0.0004712087],"genre_scores_gemma":[0.9949934,0.0005574621,0.001208991,0.0002338117,0.0000161649,0.001832116,0.0003257446,0.000004240539,0.0008281226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2274774,"threshold_uncertainty_score":0.4523067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2893201512584296,"score_gpt":0.5213157270788507,"score_spread":0.231995575820421,"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."}}