{"id":"W2088118704","doi":"10.1080/10400430903519910","title":"Treatment Theory, Intervention Specification, and Treatment Fidelity in Assistive Technology Outcomes Research","year":2010,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"National Institute on Disability and Rehabilitation Research","keywords":"Fidelity; Intervention (counseling); Assistive technology; Psychology; Engineering; Physical therapy; Medical education; Computer science; Medicine; Physical medicine and rehabilitation; Applied psychology; Human–computer interaction; Nursing","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002202313,0.0004211126,0.0007886883,0.002134577,0.001188263,0.00001388075,0.0007156185,0.001629736,0.0004648049],"category_scores_gemma":[0.002902298,0.0003355651,0.0001155168,0.001670607,0.002895767,0.0001108066,0.0006588175,0.00230334,0.0004361119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637105,"about_ca_system_score_gemma":0.0003197175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005706784,"about_ca_topic_score_gemma":0.009034809,"domain_scores_codex":[0.9954649,0.001315846,0.001047226,0.001054887,0.0002197431,0.0008974663],"domain_scores_gemma":[0.9943856,0.002192921,0.000431564,0.002100345,0.0007770337,0.0001125649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060995,0.0007856462,0.7090989,0.000009200338,0.00008591311,0.00001000686,0.0001036879,3.95128e-8,0.001321663,0.1241453,0.0001112862,0.1642222],"study_design_scores_gemma":[0.00213088,0.000744213,0.9212797,0.00005129228,0.00003834906,0.00001076334,0.00590365,0.00002303816,0.001211198,0.02731693,0.04104117,0.000248806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581453,0.0002921558,0.0008330878,0.02168896,0.0003957208,0.002272319,0.00006052297,0.0009560013,0.01535596],"genre_scores_gemma":[0.9891618,0.0003347513,0.003087284,0.00005366392,0.00003966563,0.003731952,0.00004535892,0.00003727417,0.003508283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2121808,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260594862467845,"score_gpt":0.5132637150012199,"score_spread":0.3872042287544354,"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."}}