{"id":"W4206008474","doi":"10.2196/preprints.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 (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Mental Health Research Canada; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Psychology; Service provider; Medical education; Health care; Intellectual disability; Service delivery framework; Session (web analytics); Nursing; Service (business); Medicine; Psychiatry; Computer science; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01661756,0.0008554184,0.0008040572,0.001308952,0.001509098,0.001333275,0.001434176,0.001267951,0.004845354],"category_scores_gemma":[0.01883856,0.0005801202,0.001569057,0.0009391566,0.001010834,0.001422536,0.002823976,0.001458994,0.0004633225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125917,"about_ca_system_score_gemma":0.01220135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004248085,"about_ca_topic_score_gemma":0.00559711,"domain_scores_codex":[0.9908625,0.006486528,0.0005260792,0.0003491604,0.0007679076,0.001007864],"domain_scores_gemma":[0.9894945,0.00522708,0.0008652135,0.0007258157,0.001800857,0.001886489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02685944,0.2675085,0.04663064,0.008278861,0.0006517165,0.0008411098,0.01899567,0.003695308,0.005169397,0.00246981,0.009228882,0.6096706],"study_design_scores_gemma":[0.08948412,0.5961016,0.224556,0.00355143,0.001394427,0.0004566624,0.02993452,0.003170328,0.01164287,0.001034969,0.03841366,0.0002594466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322328,0.0003550794,0.001981496,0.0006975674,0.0001718379,0.05898817,0.001632929,0.0001035825,0.003836522],"genre_scores_gemma":[0.8057395,0.001388825,0.03825936,0.00108839,0.000139563,0.1476963,0.002450395,0.00004679861,0.003190822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661756,"threshold_uncertainty_score":0.08788306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246986787122052,"score_gpt":0.4340544276963124,"score_spread":0.3093557489841072,"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."}}