{"id":"W4322711135","doi":"10.2196/44239","title":"Low-Cost Technology-Aided Programs for Supporting People With Motor, Visual, and Intellectual Disabilities in Functional Forms of Occupation and Communication: Proof-of-Concept Study","year":2023,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Intervention (counseling); Psychology; Set (abstract data type); Applied psychology; Multiple disabilities; Multimedia; Medical education; Computer science; Communication; Medicine; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002267152,0.001261801,0.0009423865,0.0006561242,0.0003320413,0.0006717476,0.001891928,0.001275513,0.003572591],"category_scores_gemma":[0.001458762,0.0003089857,0.001259671,0.0002542562,0.0004834706,0.0008969171,0.0007298948,0.0009460733,0.0004327051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573464,"about_ca_system_score_gemma":0.001315217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037204,"about_ca_topic_score_gemma":0.001040909,"domain_scores_codex":[0.9989185,0.0003080203,0.0000502336,0.0001246283,0.0004050893,0.0001934835],"domain_scores_gemma":[0.9990032,0.0002717821,0.000144366,0.00004903626,0.0003085433,0.000223062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01669901,0.116507,0.005344569,0.01910841,0.0009781305,0.001550787,0.001506878,0.005794065,0.5617028,0.001192106,0.004168736,0.2654475],"study_design_scores_gemma":[0.01210971,0.6295695,0.02257459,0.0008606436,0.001578288,0.001124229,0.001564921,0.010722,0.2931126,0.0003206044,0.02628292,0.0001799958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714866,0.002325117,0.01472921,0.000174135,0.000160572,0.008318337,0.0006370055,0.0001940677,0.001974876],"genre_scores_gemma":[0.8923375,0.003622225,0.08348779,0.0002545584,0.00008216333,0.01546912,0.0007529093,0.00004307389,0.003950716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003572591,"threshold_uncertainty_score":0.01199001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07648364372954201,"score_gpt":0.4568055147616311,"score_spread":0.3803218710320891,"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."}}