{"id":"W4408200749","doi":"10.57125/fed.2025.03.25.06","title":"Barriers Experienced by Children with Disabilities and Caregivers During the First Wave of COVID-19: A Social-Ecological Perspective","year":2025,"lang":"en","type":"article","venue":"Futurity Education","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; University of Manitoba","funders":"","keywords":"Perspective (graphical); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Ecology; Medicine; Virology; Biology; Outbreak; Computer science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006269413,0.0005056616,0.0008683876,0.002967035,0.01409276,0.004614701,0.001639018,0.0007789544,0.001657059],"category_scores_gemma":[0.01417444,0.0005009185,0.0006211509,0.003189977,0.006930295,0.002616048,0.01025309,0.002324531,0.0001011771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02676743,"about_ca_system_score_gemma":0.0396949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7848762,"about_ca_topic_score_gemma":0.8758926,"domain_scores_codex":[0.9931244,0.00167705,0.0002721522,0.0003491226,0.001118544,0.003458751],"domain_scores_gemma":[0.9927312,0.001951489,0.001828648,0.0002151212,0.001618328,0.00165526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004995619,0.0000728048,0.2272612,0.0002110031,0.00002430575,0.0007261488,0.7581804,0.00008464696,0.0001909401,0.0009747016,0.0008898476,0.01133399],"study_design_scores_gemma":[0.000001756371,0.00001887546,0.09868578,0.0001391069,0.000006141515,0.0001241,0.8983434,0.00002303449,0.00005410807,0.00009601432,0.002490361,0.00001727267],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939311,0.000658209,0.0001134347,0.001424414,0.00001990732,0.00006671275,0.0001705159,0.000004542311,0.003611296],"genre_scores_gemma":[0.9983531,0.0007099066,0.0001611185,0.0001590234,0.000005625322,0.00005949561,0.00009062736,0.000003715371,0.0004575416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7848762,"threshold_uncertainty_score":0.4327815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686414051859941,"score_gpt":0.3449366367134052,"score_spread":0.3280724961948058,"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."}}