{"id":"W4401342007","doi":"10.1177/10664807241264807","title":"Fostering Inclusivity for Clients with Disabilities: Universal Design in Family Therapy","year":2024,"lang":"en","type":"article","venue":"The Family Journal","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Universal design; Psychology; Family therapy; Learning disability; Inclusion (mineral); Representation (politics); Quarter (Canadian coin); Developmental psychology; Psychotherapist; Social psychology; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02021763,0.0004717098,0.0003072582,0.001308617,0.004342036,0.004601936,0.002172149,0.00125927,0.003302755],"category_scores_gemma":[0.02001892,0.0004772527,0.0006386045,0.0005541066,0.00789676,0.005658921,0.008886592,0.001348649,0.0005055871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003845777,"about_ca_system_score_gemma":0.006314164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541345,"about_ca_topic_score_gemma":0.003145991,"domain_scores_codex":[0.9854667,0.01231496,0.0003529621,0.0005085108,0.0008304291,0.0005263348],"domain_scores_gemma":[0.993468,0.003612281,0.0004914344,0.0008460687,0.0005466541,0.001035476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000234594,0.001526054,0.01515103,0.001315451,0.00005028883,0.0008226889,0.2552136,0.001820734,0.00347357,0.0884774,0.008359353,0.6235551],"study_design_scores_gemma":[0.000431271,0.003987663,0.01973978,0.005728637,0.0002647786,0.004441568,0.2871158,0.008958401,0.007633436,0.2422624,0.4191933,0.0002428974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5479065,0.005496768,0.3338575,0.02063239,0.0005389669,0.002043016,0.000063988,0.001353489,0.08810736],"genre_scores_gemma":[0.8267244,0.001502851,0.163208,0.001519279,0.00004075009,0.001368656,0.00002930062,0.0001439416,0.005462865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021763,"threshold_uncertainty_score":0.1069223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2369676231866436,"score_gpt":0.4125664116576889,"score_spread":0.1755987884710453,"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."}}