{"id":"W4383505845","doi":"10.1016/j.ridd.2023.104570","title":"Barriers and facilitators to accessibility, continuity, validity, flexibility, and provider-family relationship along the diagnostic pathway in developmental disabilities","year":2023,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Autism; Flexibility (engineering); Psychological intervention; Service provider; Intellectual disability; Developmental psychology; Service delivery framework; Qualitative research; Applied psychology; Service (business); Clinical psychology; 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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01569955,0.0005871975,0.0007266927,0.001050851,0.000926808,0.0005369888,0.001073742,0.0003562144,0.000912122],"category_scores_gemma":[0.04921978,0.0004937869,0.000112065,0.00311591,0.005255863,0.0008055589,0.003219217,0.001471052,0.0007127827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001652337,"about_ca_system_score_gemma":0.001249075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009158104,"about_ca_topic_score_gemma":0.03113488,"domain_scores_codex":[0.9887557,0.003607345,0.001535227,0.001976498,0.001831733,0.002293472],"domain_scores_gemma":[0.9593579,0.03867653,0.00005801894,0.0008531415,0.0002047891,0.0008496513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002692112,0.0002286908,0.9227112,0.000544187,0.00002885473,0.00002671354,0.06397856,0.000006195099,0.00007941869,0.004547566,0.001690117,0.005889284],"study_design_scores_gemma":[0.0006491793,0.0001424911,0.6140015,0.0001473846,0.000002213985,0.00001540603,0.3594888,0.00001362797,0.00006463839,0.02446758,0.0006516308,0.0003554873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827846,0.0003351203,0.000002388106,0.00245732,0.0002868421,0.003967738,0.0002691266,0.0001772722,0.009719567],"genre_scores_gemma":[0.994261,0.00005003461,0.0001690408,0.0001474012,0.00005215203,0.003119877,0.00007618257,0.00006100635,0.00206329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087097,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2814121353968994,"score_gpt":0.4295029400983373,"score_spread":0.1480908047014379,"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."}}