{"id":"W4399672952","doi":"10.3390/ijerph21060764","title":"Developing Problematic Performance Value Scores: Binding Routine Activity Performance, Environmental Barriers, and Health Conditions","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Multinomial logistic regression; Applied psychology; Health equity; Population; Value (mathematics); Psychology; Computer science; Medicine; Environmental health; Public health; Human–computer interaction; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006341376,0.0001408019,0.0002665054,0.0005726023,0.001347211,0.00006545205,0.0003741113,0.0001035284,0.000354392],"category_scores_gemma":[0.0001688853,0.0001194174,0.00003745678,0.000156269,0.0006309798,0.0006309571,0.0004771376,0.001577766,0.00003881449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489954,"about_ca_system_score_gemma":0.001680164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004923001,"about_ca_topic_score_gemma":0.00001628661,"domain_scores_codex":[0.9969052,0.0007536594,0.0007326119,0.0002488259,0.0007745911,0.0005850883],"domain_scores_gemma":[0.9983551,0.0005565576,0.0003323272,0.0001855467,0.00004695386,0.0005234955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001036396,0.0003996685,0.8261733,0.0008535642,0.0002771449,0.00001325672,0.003359959,0.000003111429,0.0008766951,0.00758346,0.00186972,0.1584865],"study_design_scores_gemma":[0.0008626474,0.000824361,0.9678235,0.001204201,0.000003795317,0.0001432498,0.005156699,0.001382597,0.00003943088,0.0007614515,0.02165782,0.0001402525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464415,0.001485737,0.000451399,0.05047225,0.0002810555,0.0004829759,0.0001312156,0.00002679703,0.0002270677],"genre_scores_gemma":[0.9755701,0.02258365,0.0007635155,0.0006495159,0.0001109933,0.00004839249,0.00004158341,0.00001679847,0.0002154315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1583462,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727098591497398,"score_gpt":0.4885958448042316,"score_spread":0.3158859856544918,"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."}}