{"id":"W3195679309","doi":"10.2196/28933","title":"Virtual Education Program to Support Providers Caring for People With Intellectual and Developmental Disabilities During the COVID-19 Pandemic: Rapid Development and Evaluation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Psychology; Service provider; Health care; Intellectual disability; Medical education; Coping (psychology); Service delivery framework; Nursing; Medicine; Clinical psychology; Service (business); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01096532,0.0009352696,0.0006431791,0.001510454,0.001157688,0.0009124446,0.001606273,0.001108425,0.003425247],"category_scores_gemma":[0.01085691,0.0004185961,0.001245497,0.0007400023,0.0008861877,0.0009484618,0.002989149,0.001089069,0.0002890801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336556,"about_ca_system_score_gemma":0.008838904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656345,"about_ca_topic_score_gemma":0.003969675,"domain_scores_codex":[0.9922243,0.005351242,0.0003668033,0.0003287658,0.000760311,0.0009685578],"domain_scores_gemma":[0.9942929,0.002367334,0.0005406002,0.000447902,0.0009804579,0.001370893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01907759,0.2846616,0.045818,0.005554424,0.000438452,0.0009049302,0.01029517,0.00447004,0.006932061,0.001264811,0.002905605,0.6176774],"study_design_scores_gemma":[0.07088619,0.6682923,0.2031895,0.002192585,0.001015867,0.0007654642,0.01374013,0.005319474,0.01265271,0.0007644582,0.02100918,0.0001722101],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557982,0.0002583615,0.002269083,0.0002762201,0.00006735713,0.03786403,0.0007065332,0.00009456847,0.002665682],"genre_scores_gemma":[0.8778664,0.001092572,0.03764792,0.0004709818,0.00008293134,0.07932504,0.001410206,0.0000321527,0.00207189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096532,"threshold_uncertainty_score":0.05799085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014766308704792,"score_gpt":0.4339980194839591,"score_spread":0.3325213886134799,"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."}}