{"id":"W4394613329","doi":"10.1186/s41687-024-00717-9","title":"Psychometric evaluation of the near activity visual questionnaire presbyopia (NAVQ-P) and additional patient-reported outcome items","year":2024,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novartis Pharma","keywords":"Presbyopia; Intraclass correlation; Psychology; Construct validity; Visual acuity; Interpretability; Item response theory; Psychometrics; Clinical psychology; Reliability (semiconductor); Optometry; Medicine; Ophthalmology; Artificial intelligence; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001114383,0.0002866174,0.0007242893,0.0005215387,0.0002087611,0.0000450247,0.00008801726,0.0001764705,0.0004872338],"category_scores_gemma":[0.003399975,0.0001741502,0.000446822,0.0008197397,0.0002737608,0.000381144,0.00009182891,0.0005391688,0.000004521184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022608,"about_ca_system_score_gemma":0.000477676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567961,"about_ca_topic_score_gemma":0.000003292779,"domain_scores_codex":[0.9960097,0.0002658534,0.001474006,0.0002974006,0.001697696,0.0002553309],"domain_scores_gemma":[0.996462,0.0003190721,0.001654401,0.0002819728,0.001121801,0.0001607177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002791506,0.001009176,0.9773362,0.0001861043,0.001567094,0.00008161439,0.0005409431,0.00003799537,0.0003503424,0.00001617151,0.00277041,0.01582476],"study_design_scores_gemma":[0.001756033,0.00228729,0.9893473,0.0006283083,0.001609266,0.00191057,0.0001617567,0.0008380829,0.0003765923,0.0001768983,0.0007493185,0.0001585378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941563,0.001313188,0.00002342726,0.001175058,0.002380082,0.0006858935,0.00004376606,0.00003301493,0.0001892603],"genre_scores_gemma":[0.9993324,0.00003068135,0.0001095541,0.0001353772,0.0001150318,0.00002695173,0.00001937355,0.00002578235,0.0002048009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566622,"threshold_uncertainty_score":0.7101641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183974814711282,"score_gpt":0.3999485145973854,"score_spread":0.3381087664502725,"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."}}