{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00758917,0.00009001531,0.0002494238,0.0003660288,0.0003552749,0.00004302982,0.0002798599,0.00004225287,0.0002331897],"category_scores_gemma":[0.0008494481,0.00006274776,0.00004100487,0.0002081759,0.0006157688,0.0001713493,0.0001907199,0.0003980549,0.000002035053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003485208,"about_ca_system_score_gemma":0.0006781468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112668,"about_ca_topic_score_gemma":0.0004235966,"domain_scores_codex":[0.9956954,0.001553438,0.0007181847,0.0002131362,0.001460658,0.0003592517],"domain_scores_gemma":[0.9977742,0.001292972,0.0003393611,0.0001175066,0.0001109683,0.0003649552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000488788,0.001490704,0.9492288,0.00004235968,0.0002251146,0.000002473339,0.02715978,0.00001442083,0.00004898366,0.0002095158,0.0001613182,0.02092775],"study_design_scores_gemma":[0.001928199,0.001203354,0.9008514,0.00001078145,0.000001889595,0.00006223162,0.09559456,0.00002375637,0.000001234987,0.0002006395,0.00008237252,0.00003959881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907367,0.0002413839,0.0002896196,0.008030779,0.00005750008,0.0004813177,0.0001373465,0.000005103587,0.00002022558],"genre_scores_gemma":[0.999235,0.0002844197,0.00008264436,0.0001807221,0.00009263393,0.00002426527,0.00003687898,0.000008549293,0.00005484839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06843478,"threshold_uncertainty_score":0.3193736,"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."}}