{"id":"W2967515434","doi":"10.1097/nur.0000000000000474","title":"Reliability and Validity Measurement Issues","year":2019,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Column (typography); Validity; Computer science; Psychology; Psychometrics; Engineering; Clinical psychology; Telecommunications","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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.04181803,0.0001928959,0.001299747,0.00008946576,0.0001318591,0.0001066438,0.0002794988,0.0002437524,0.002312879],"category_scores_gemma":[0.01441357,0.0002376993,0.0002174934,0.0001112188,0.0002611786,0.0003361841,0.00006092469,0.0003039022,0.009415678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003989087,"about_ca_system_score_gemma":0.0001107814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000553039,"about_ca_topic_score_gemma":0.0001405213,"domain_scores_codex":[0.9929157,0.0006967561,0.004900674,0.000936035,0.0001852113,0.0003655672],"domain_scores_gemma":[0.9960086,0.001179017,0.001405954,0.000943844,0.0001491152,0.0003135042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006126295,0.0004225018,0.6950873,0.0002669509,0.00005417383,0.000001168101,0.0004710491,0.00001295809,0.000002373234,0.1480252,0.1547325,0.0008625565],"study_design_scores_gemma":[0.0008447078,0.0001435821,0.4689652,0.00004928766,0.000007335105,0.000001116093,0.000218837,0.0003590725,0.000001765334,0.03159203,0.4975475,0.0002695529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757297,0.001602992,0.0002614092,0.06838348,0.006355856,0.001289382,0.0002091799,0.0001101794,0.04605777],"genre_scores_gemma":[0.9795949,0.0003652523,0.001944669,0.01137414,0.003331858,0.00003687802,0.00002194357,0.00004228629,0.00328811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.342815,"threshold_uncertainty_score":0.9985992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5699928449100811,"score_gpt":0.5088941452272987,"score_spread":0.06109869968278236,"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."}}