{"id":"W4379057084","doi":"10.3389/fresc.2023.1118769","title":"Mental health services and resources for children with developmental disabilities and their families: scan of local practices, gaps, and opportunities created","year":2023,"lang":"en","type":"article","venue":"Frontiers in Rehabilitation Sciences","topic":"Family and Disability Support Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Rehabilitation; Jewish Rehabilitation Hospital","funders":"Centre for Interdisciplinary Research in Rehabilitation","keywords":"Telehealth; Mental health; Referral; Psychological intervention; Population; Descriptive statistics; Medicine; Autism; Psychology; Nursing; Health care; Telemedicine; Family medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007264266,0.0003502815,0.0006267584,0.004516374,0.00513254,0.004230179,0.00137511,0.0009337843,0.003736796],"category_scores_gemma":[0.01267518,0.0005980651,0.0004845421,0.006189859,0.00333918,0.007818089,0.007195106,0.001332655,0.000217996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009993151,"about_ca_system_score_gemma":0.01851111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04303887,"about_ca_topic_score_gemma":0.1153464,"domain_scores_codex":[0.9957087,0.002427458,0.0004496032,0.0002656656,0.0004305386,0.0007180158],"domain_scores_gemma":[0.9926629,0.004191324,0.001412584,0.0003105367,0.0008634974,0.0005591884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001102659,0.0001046585,0.09709935,0.006248319,0.00007005156,0.003010802,0.7895151,0.0001805405,0.0005375239,0.00547724,0.003320116,0.09432599],"study_design_scores_gemma":[0.000007479901,0.00005099918,0.03065439,0.003112215,0.00003808122,0.0004466389,0.9566253,0.0001343494,0.0001207033,0.0005182014,0.008276446,0.00001520133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527822,0.01860415,0.0008147552,0.01522755,0.0000585142,0.0003445928,0.0008531846,0.00003020942,0.01128494],"genre_scores_gemma":[0.9855701,0.01099109,0.001689463,0.0005498541,0.00001181022,0.0003299283,0.0001856699,0.00001215888,0.0006598174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04303887,"threshold_uncertainty_score":0.08557671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473116135713704,"score_gpt":0.3535560797897006,"score_spread":0.2988249184325635,"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."}}