{"id":"W4313271337","doi":"10.1016/j.ridd.2022.104397","title":"Health-related quality of life among mothers of children with cochlear implants with and without developmental disabilities","year":2022,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychosocial; Social support; Psychology; Coping (psychology); Developmental psychology; Quality of life (healthcare); Clinical psychology; Psychiatry","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005711201,0.0003582718,0.001002764,0.000487614,0.0004755435,0.00003697554,0.0005971947,0.000111292,0.003317304],"category_scores_gemma":[0.0007579197,0.0002978986,0.00007077635,0.001140329,0.006878207,0.000269838,0.0007150974,0.0009416909,0.0000193388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009022061,"about_ca_system_score_gemma":0.001542408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04031438,"about_ca_topic_score_gemma":0.006785887,"domain_scores_codex":[0.9919331,0.002390423,0.001527127,0.0009046522,0.00202384,0.001220871],"domain_scores_gemma":[0.9972919,0.001441198,0.0002322575,0.0004789335,0.0001599125,0.0003958357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002994685,0.001128242,0.9406144,0.000494267,0.0003067818,0.000001476321,0.05098774,0.00001868895,0.00007624524,0.001478221,0.0002950913,0.00160414],"study_design_scores_gemma":[0.001716488,0.000718608,0.628584,0.00007970118,0.000002573908,0.000053751,0.3680882,0.000003363248,0.00009828315,0.0004124139,0.00001503714,0.0002275804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892124,0.000341927,0.000002055651,0.0002744394,0.00004235265,0.001814174,0.0004091148,0.00004351932,0.007860011],"genre_scores_gemma":[0.9975162,0.00001806921,0.0005637439,0.00003457098,0.000008693529,0.0006219419,0.0001424534,0.00005719311,0.001037151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3171004,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399276012535709,"score_gpt":0.4006304028160773,"score_spread":0.2607028015625064,"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."}}