{"id":"W4414106902","doi":"10.6009/jjrt.25-1575","title":"Development of the CT Scan Attitude Scale and Evaluation of Its Reliability and Validity","year":2025,"lang":"en","type":"article","venue":"Japanese Journal of Radiological Technology","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"Japan Society for the Promotion of Science","keywords":"Reliability (semiconductor); Scale (ratio); Computed tomography; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02178004,0.00008261176,0.0004869753,0.0004342926,0.00010865,0.00001098535,0.0006172781,0.0001078076,0.00002390751],"category_scores_gemma":[0.1149314,0.00003889084,0.00006861621,0.001700666,0.0005560072,0.00006946958,0.0003005804,0.0002327721,2.4647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004309376,"about_ca_system_score_gemma":0.0001061842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001744603,"about_ca_topic_score_gemma":0.000002889769,"domain_scores_codex":[0.9971377,0.0008422381,0.001031534,0.000218811,0.0006388023,0.0001308919],"domain_scores_gemma":[0.991236,0.00672571,0.0008076598,0.0003062783,0.0008857886,0.00003859769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004846267,0.00006977359,0.76104,0.00001152429,0.00002075992,9.1903e-7,0.0001827258,0.0001131679,0.02680076,0.0005391153,0.0000320511,0.2111408],"study_design_scores_gemma":[0.0005061074,0.0001526072,0.9269016,0.00003612739,0.00002570015,0.0001690115,0.001099988,0.0007236763,0.01344577,0.0566494,0.0002448146,0.00004517074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966993,0.0007167215,0.0007768829,0.001139534,0.0001682323,0.0001462334,6.412739e-7,0.000008481986,0.0003439355],"genre_scores_gemma":[0.9696733,0.00005164181,0.03023244,0.0000210863,0.000007736351,0.000002820603,3.067669e-8,0.000001078807,0.000009855343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2110956,"threshold_uncertainty_score":0.8925239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3743543604796066,"score_gpt":0.4682856994699406,"score_spread":0.09393133899033401,"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."}}