{"id":"W7110976463","doi":"10.1371/journal.pone.0334689.s007","title":"Psychometric Properties of Study Measures.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperacusis; Distress; Anxiety; Everyday life; Competence (human resources); Interpersonal communication","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":[0.06191912,0.001143598,0.001416287,0.003330699,0.00164465,0.002454289,0.001456799,0.001630136,0.03248025],"category_scores_gemma":[0.1754339,0.0006807074,0.002971113,0.003476978,0.001276055,0.002240027,0.002032353,0.002294117,0.008587284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810887,"about_ca_system_score_gemma":0.005175591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440564,"about_ca_topic_score_gemma":0.001792462,"domain_scores_codex":[0.957094,0.01931839,0.008828007,0.002642196,0.01094406,0.00117335],"domain_scores_gemma":[0.7794112,0.1308638,0.01262155,0.01810814,0.05608527,0.002909934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006561103,0.004131409,0.2883734,0.003925164,0.000812036,0.0003216005,0.007152599,0.002870607,0.001765864,0.01346328,0.06761612,0.6030068],"study_design_scores_gemma":[0.00333777,0.01007365,0.6539603,0.003566387,0.0007313123,0.0006367375,0.00667202,0.01268528,0.002836746,0.02125012,0.2838973,0.0003523063],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4754415,0.004347193,0.1074907,0.006080171,0.003640191,0.1324776,0.04732979,0.002411824,0.220781],"genre_scores_gemma":[0.6194466,0.00140085,0.0998051,0.002036253,0.0005015012,0.2486927,0.01246509,0.0006224203,0.01502954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06191912,"threshold_uncertainty_score":0.3274635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686828455280556,"score_gpt":0.3301844839847292,"score_spread":0.1615016384566736,"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."}}