{"id":"W4391062202","doi":"10.2196/49916","title":"Psychometric Assessment of an Item Bank for Adaptive Testing on Patient-Reported Experience of Care Environment for Severe Mental Illness: Validation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Computerized adaptive testing; Clinical psychology; Psychometrics; Psychiatry; Psychology; Psychometric testing; Medicine; Mental health; Internal consistency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003242821,0.0002290835,0.000549652,0.0009085532,0.000323324,0.00007200155,0.0003792068,0.00005808276,0.00003755249],"category_scores_gemma":[0.002268438,0.0001758405,0.0001445619,0.002163668,0.00006275783,0.0002913597,0.000103149,0.0001127037,0.000001119124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930475,"about_ca_system_score_gemma":0.0001450895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009750672,"about_ca_topic_score_gemma":0.000007347935,"domain_scores_codex":[0.9953545,0.0003896363,0.001486493,0.0008864701,0.001521734,0.0003611576],"domain_scores_gemma":[0.9906793,0.007454132,0.001010951,0.0005156831,0.0001857008,0.0001542558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003083917,0.001144742,0.0588191,0.0001783031,0.00004545909,0.000001047408,0.01896618,0.0002032137,0.0005269829,0.0000786027,0.0003187687,0.9194092],"study_design_scores_gemma":[0.004468538,0.05168724,0.4907132,0.0006178644,0.00004124214,0.00002701903,0.4148762,0.02873588,0.003842314,0.001159247,0.003098531,0.0007327374],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864321,0.0003165055,0.006469304,0.00006690728,0.001082212,0.004978599,0.0004198767,0.0000453783,0.0001891633],"genre_scores_gemma":[0.9446784,0.00001100005,0.05439035,0.00004150586,0.00004429136,0.0007186127,0.0000616835,0.00002229541,0.00003180558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9186765,"threshold_uncertainty_score":0.7170569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3720862976509504,"score_gpt":0.5275054198998453,"score_spread":0.155419122248895,"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."}}