{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004714589,0.000934166,0.0005403658,0.003101853,0.0006366549,0.001738042,0.0009085105,0.0007324991,0.003541956],"category_scores_gemma":[0.01799733,0.0002850248,0.001442343,0.002230041,0.001070659,0.001162776,0.003075541,0.001175944,0.0004896137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009967363,"about_ca_system_score_gemma":0.00164092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054192,"about_ca_topic_score_gemma":0.008737567,"domain_scores_codex":[0.9961636,0.001348699,0.0005788963,0.0003425682,0.001183313,0.0003828583],"domain_scores_gemma":[0.9864848,0.006038656,0.004128698,0.0006506156,0.001765001,0.0009321878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000161345,0.0002747919,0.9641671,0.000243762,0.0002033884,0.00007304733,0.001098662,0.0006750812,0.0002888056,0.0007992466,0.001011406,0.03100336],"study_design_scores_gemma":[0.00001862369,0.0005149324,0.9884167,0.0001731773,0.0001200886,0.0001805545,0.002052499,0.0033071,0.0008020175,0.001566122,0.002813945,0.00003423011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787923,0.0002669289,0.008052998,0.000254123,0.00005351454,0.0005722062,0.002153571,0.00007186185,0.009782382],"genre_scores_gemma":[0.9870175,0.0001131335,0.01045749,0.00003554601,0.00001277826,0.0006635088,0.00112627,0.0000114587,0.0005622886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004714589,"threshold_uncertainty_score":0.02493346,"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."}}