{"id":"W2140114114","doi":"10.1177/1362361314543531","title":"Profile and predictors of service needs for families of children with autism spectrum disorders","year":2014,"lang":"en","type":"article","venue":"Autism","topic":"Family and Disability Support Research","field":"Psychology","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Respite care; Autism; Psychology; Special needs; Service (business); Needs assessment; Descriptive statistics; Information needs; Autism spectrum disorder; Quality (philosophy); Clinical psychology; Developmental psychology; Psychiatry; Medicine; Nursing; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009837042,0.0001477503,0.000152019,0.0009481948,0.0008367968,0.0004066791,0.0002755449,0.0002965488,0.001858549],"category_scores_gemma":[0.009940867,0.000152274,0.0002076177,0.0006414751,0.0003296017,0.0007558693,0.0009233082,0.000424115,0.00009661348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009128281,"about_ca_system_score_gemma":0.001405132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476686,"about_ca_topic_score_gemma":0.02303982,"domain_scores_codex":[0.9994251,0.000188345,0.00007027528,0.00005005497,0.0001336196,0.0001326566],"domain_scores_gemma":[0.9961926,0.001611969,0.00131164,0.00005917722,0.000459433,0.0003651385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003841781,0.0000339842,0.9871824,0.00004881815,0.00001068235,0.000192778,0.00565963,0.00004841963,0.0001036505,0.00004274933,0.0004012978,0.006237179],"study_design_scores_gemma":[0.000002581065,0.00005467635,0.9662974,0.00006544102,0.000009784903,0.0005671561,0.03221485,0.0001668167,0.00008555091,0.00007212551,0.0004568888,0.000006711098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992703,0.000128891,0.00002778355,0.0001691413,0.000001457234,0.000006733385,0.0001113999,0.000001518992,0.0002829423],"genre_scores_gemma":[0.9994485,0.0001602616,0.0001140986,0.0000180732,0.000001518369,0.00001816789,0.0001580352,0.000001029984,0.00008028679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476686,"threshold_uncertainty_score":0.02936184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111648197660474,"score_gpt":0.2698266514466419,"score_spread":0.2587101694700371,"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."}}