{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604664,0.0001253031,0.0002505915,0.0001233408,0.00005075514,0.000006164072,0.0001684468,0.0001082287,0.000230851],"category_scores_gemma":[0.00002342711,0.0001023021,0.00004459289,0.0002538454,0.0003108016,0.00006821068,0.00005434972,0.0001030789,0.00001041598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007340652,"about_ca_system_score_gemma":0.00003803174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673787,"about_ca_topic_score_gemma":0.0006769313,"domain_scores_codex":[0.9990067,0.00006780963,0.0002285236,0.0002353946,0.0001693482,0.0002922648],"domain_scores_gemma":[0.9992712,0.0001824446,0.00008476921,0.0003724192,0.0000139747,0.00007516935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002064838,0.0002604441,0.8939351,0.0001889146,0.0001868093,1.522166e-7,0.004293161,0.00000400176,0.0002067326,0.09468883,0.001039671,0.004989683],"study_design_scores_gemma":[0.001240409,0.0008361372,0.9873323,0.00002295609,0.00003792946,0.000004367018,0.001376158,0.00007831866,0.0003697209,0.007888417,0.000694846,0.0001183898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862042,0.0001126498,0.000366787,0.002936606,0.00012033,0.0006875223,0.0001118788,0.00003456011,0.009425473],"genre_scores_gemma":[0.9988878,0.000009842734,0.0002608389,0.00009482521,0.00001845619,0.00007219747,0.00005264839,0.00001910428,0.0005842767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09339724,"threshold_uncertainty_score":0.417176,"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."}}