{"id":"W2066470887","doi":"10.1111/j.1365-2788.2006.00941.x","title":"Predictors of depressive symptoms in primary caregivers of young children with or at risk for developmental delay","year":2007,"lang":"en","type":"article","venue":"Journal of Intellectual Disability Research","topic":"Family and Disability Support Research","field":"Psychology","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Concordia University; University of Alberta; Brock University","funders":"Health Canada; University of Alberta; Social Sciences and Humanities Research Council of Canada; Sick Kids Foundation; Scottish Rite Charitable Foundation of Canada","keywords":"Psychology; Coping (psychology); Social support; Beck Depression Inventory; Clinical psychology; Distress; Depressive symptoms; Psychiatry; Developmental psychology; Cognition; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008061396,0.0002274613,0.0007219814,0.0005507692,0.0001474355,0.00001628341,0.0007918348,0.0002511124,0.001619683],"category_scores_gemma":[0.007239487,0.0001568684,0.0002602035,0.001101123,0.002754579,0.000193237,0.0002903466,0.001094925,0.00001024167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402396,"about_ca_system_score_gemma":0.0008905376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433275,"about_ca_topic_score_gemma":0.003346881,"domain_scores_codex":[0.9947751,0.0008353303,0.001456251,0.0004526917,0.00159968,0.0008809309],"domain_scores_gemma":[0.9889583,0.008595041,0.0004052134,0.0004429075,0.001282553,0.0003159938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0292886,0.00171181,0.939152,0.0001526261,0.0005947673,0.00002804206,0.02027171,0.00002111931,0.000736238,0.00001754133,0.002093443,0.005932113],"study_design_scores_gemma":[0.003462628,0.00456579,0.9584163,0.0001289323,0.0000463703,0.0003018391,0.02602039,0.0000107586,0.006713288,0.00008288283,0.00008402974,0.0001667267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948046,0.0002411491,0.0003736027,0.00003423942,0.0001382644,0.001241165,0.0001301155,0.000006243517,0.003030616],"genre_scores_gemma":[0.9990093,0.00004152135,0.0004310792,0.000006110834,0.00008188542,0.00002931087,0.0000186609,0.00002904409,0.0003531555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02582598,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820632651279267,"score_gpt":0.3682584532268626,"score_spread":0.3200521267140699,"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."}}