{"id":"W2790669703","doi":"10.1007/s40474-018-0140-7","title":"Service Access to Reduce Parenting Stress in Parents of Children with Autism Spectrum Disorders","year":2018,"lang":"en","type":"article","venue":"Current Developmental Disorders Reports","topic":"Family and Disability Support Research","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Stressor; Psychological intervention; Autism; Developmental psychology; Distress; Clinical psychology; Autism spectrum disorder; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003883962,0.0003692897,0.0004105579,0.0003733042,0.0001629691,0.00007033543,0.0005458105,0.000106102,0.0009919512],"category_scores_gemma":[0.00006337248,0.0003478305,0.00007244532,0.001418408,0.0002730564,0.0003259526,0.0004776733,0.0003060857,0.00009167197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469408,"about_ca_system_score_gemma":0.0003060684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003516493,"about_ca_topic_score_gemma":0.02871222,"domain_scores_codex":[0.9963607,0.0001152309,0.0009260517,0.001043246,0.0006540177,0.0009007691],"domain_scores_gemma":[0.9987726,0.00004249559,0.0002945701,0.0005782006,0.0000480679,0.0002640435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654054,0.001233337,0.946427,0.00008274548,0.00008566349,0.00001368569,0.00367157,0.00001104643,0.00002846381,0.00005538379,0.001076319,0.04714933],"study_design_scores_gemma":[0.0007539303,0.0001406813,0.9923892,0.0002450124,0.00001438333,0.00003787817,0.003267397,0.000005025568,0.0007255569,0.001130413,0.000836001,0.0004545247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900991,0.0002299106,0.00009902172,0.0007849511,0.001113086,0.001375777,0.00004013632,0.00006830225,0.006189688],"genre_scores_gemma":[0.9990619,0.00002586724,0.0001473593,0.00007674403,0.00004156571,0.0002316706,0.0003075616,0.00004426672,0.0000630491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04669481,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100988074279951,"score_gpt":0.363725585375859,"score_spread":0.3227157046330595,"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."}}