{"id":"W4405171306","doi":"10.2196/60869","title":"Evaluating the Impact of Assistive Technologies on Individuals With Disabilities in Benin: Protocol for a Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Data collection; Autonomy; Quality of life (healthcare); Resource (disambiguation); Applied psychology; Protocol (science); Psychology; Medicine; Medical education; Nursing; Computer science; Alternative medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02250155,0.002848628,0.003712145,0.002670269,0.003958599,0.001666194,0.002084881,0.003551157,0.03242667],"category_scores_gemma":[0.0127072,0.002027302,0.00249315,0.001977757,0.001445859,0.002180207,0.001955092,0.003962236,0.007456347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004075168,"about_ca_system_score_gemma":0.01498952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004546271,"about_ca_topic_score_gemma":0.009592327,"domain_scores_codex":[0.9916576,0.004612849,0.001394627,0.0006368285,0.0007098575,0.0009883124],"domain_scores_gemma":[0.9907992,0.001847589,0.001284825,0.0009969624,0.003920419,0.001150924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1086109,0.1025877,0.07366908,0.08504004,0.001463577,0.009086202,0.029487,0.01245225,0.02261368,0.01901428,0.1669174,0.3690579],"study_design_scores_gemma":[0.08611907,0.09072191,0.2226225,0.03162241,0.0008771581,0.001753793,0.03194442,0.006485612,0.007596831,0.01039493,0.5090325,0.0008289163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003274213,0.0001197874,0.001137204,0.0001236139,0.00007284902,0.9933144,0.001166475,0.00002477268,0.0007666645],"genre_scores_gemma":[0.001620641,0.0001241514,0.002086166,0.0001190814,0.00001335317,0.9954327,0.0002769207,0.000002216932,0.00032483],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03242667,"threshold_uncertainty_score":0.119001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7191320153205915,"score_gpt":0.755010854889293,"score_spread":0.03587883956870153,"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."}}