{"id":"W7010618753","doi":"","title":"Investigating Psychological Adaptations of Parents to Childhood Disabilities","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Staples (Canada)","funders":"","keywords":"Coping (psychology); Thematic analysis; Social support; Psychological adaptation; Psychological intervention; Grief; Perception","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":[0.003917374,0.0001718451,0.0002050077,0.0005679814,0.002158079,0.001791786,0.0004354539,0.0003492067,0.001371354],"category_scores_gemma":[0.01410923,0.0001870117,0.0001594104,0.0007557595,0.002260126,0.0008800917,0.001674759,0.0007664541,0.00006873979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502176,"about_ca_system_score_gemma":0.003235359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371987,"about_ca_topic_score_gemma":0.02389893,"domain_scores_codex":[0.9979687,0.001401631,0.0000554956,0.00009190508,0.0002369473,0.0002453431],"domain_scores_gemma":[0.9927249,0.004790104,0.001266909,0.0002226404,0.0006164256,0.0003790178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004833312,0.00006116782,0.1166837,0.0002576416,0.0000159113,0.001754246,0.8559865,0.00007811175,0.0005467045,0.0007869793,0.0006972802,0.02308332],"study_design_scores_gemma":[0.000004008425,0.00009687355,0.08079432,0.0002436581,0.00001065254,0.00057185,0.9121343,0.00004069908,0.0002475712,0.0001962053,0.005651503,0.000008227421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963325,0.0005264072,0.0002396438,0.0004861316,0.00001650911,0.00002461089,0.0000299522,0.000002253505,0.002342046],"genre_scores_gemma":[0.998518,0.0006682518,0.0001948191,0.00009611081,0.000005454793,0.00003343375,0.00001953742,0.000001536755,0.0004628271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371987,"threshold_uncertainty_score":0.02727997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4355462501573175,"score_gpt":0.6399850886608288,"score_spread":0.2044388385035114,"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."}}