{"id":"W4220777385","doi":"10.1111/jppi.12415","title":"Key learnings from <scp>COVID</scp>‐19 to sustain quality of life for families of individuals with <scp>IDD</scp>","year":2022,"lang":"en","type":"article","venue":"Journal of Policy and Practice in Intellectual Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Key (lock); Coronavirus disease 2019 (COVID-19); Quality (philosophy); Business; Gerontology; Medicine; Computer science; Computer security; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008123563,0.0003077246,0.001004771,0.000782057,0.0002416866,0.00007525368,0.0006216397,0.000174505,0.0006714783],"category_scores_gemma":[0.5720216,0.0002696217,0.0002525861,0.0009711697,0.001096617,0.0005574247,0.000355084,0.001102244,0.000007532198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847491,"about_ca_system_score_gemma":0.001639894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417044,"about_ca_topic_score_gemma":0.000754801,"domain_scores_codex":[0.9927495,0.003387368,0.001745199,0.0004391942,0.001015769,0.0006630045],"domain_scores_gemma":[0.611569,0.3849885,0.001463486,0.0006122712,0.0007891072,0.0005776245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003048564,0.001662413,0.1354246,0.0005273346,0.0005652771,0.000007210968,0.8126662,0.0006058565,0.0004457506,0.01211552,0.03162384,0.001307458],"study_design_scores_gemma":[0.001519276,0.003857658,0.01333333,0.00003980365,0.00007139138,0.00005549725,0.8662451,0.000006890528,0.0001452293,0.008434523,0.1062156,0.00007569644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858567,0.001134969,0.0002878945,0.001924439,0.0001669499,0.0006625244,0.000698265,0.00001406663,0.00925423],"genre_scores_gemma":[0.9949759,0.0001158329,0.0008971873,0.001444482,0.0002299985,0.0001108556,0.00002101006,0.00003663313,0.002168106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638981,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09435319931059764,"score_gpt":0.4211666720467096,"score_spread":0.3268134727361119,"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."}}