{"id":"W7103252195","doi":"","title":"Reliability and Validity Measurement Issues: Nothing New to Clinical Nurse Specialists; But Liability Issues Too?","year":2019,"lang":"","type":"article","venue":"Digital USD (University of San Diego)","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Liability; Reliability (semiconductor); Cognition; Validity; Element (criminal law); Test (biology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003629232,0.0004731844,0.001313114,0.0002065091,0.0007109467,0.00002529646,0.0008125063,0.0007081904,0.002765601],"category_scores_gemma":[0.004235542,0.0005814885,0.0004522794,0.0005075769,0.0008498691,0.001713428,0.0007510626,0.001094172,0.001605507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007053546,"about_ca_system_score_gemma":0.001285746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479851,"about_ca_topic_score_gemma":0.0007702049,"domain_scores_codex":[0.9939829,0.0008780685,0.001334436,0.001433071,0.001516105,0.0008554215],"domain_scores_gemma":[0.9940071,0.0008329394,0.001025703,0.001519203,0.001044388,0.001570724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003312931,0.00301382,0.7671255,0.002587491,0.000276024,0.00002142356,0.1092773,0.00008255991,0.0001215239,0.001095686,0.07671944,0.03636633],"study_design_scores_gemma":[0.002084102,0.0007942644,0.5342324,0.0008665286,0.0001451308,7.420941e-7,0.03275473,0.00008739002,0.00001388052,0.0006867165,0.4278581,0.0004760475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584739,0.00031453,0.001829415,0.01872954,0.003855537,0.002732823,0.000467153,0.0001169955,0.01348011],"genre_scores_gemma":[0.9801427,0.0002925861,0.001004537,0.0007395223,0.0006711147,9.325378e-7,0.00008813934,0.00003221258,0.0170283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511386,"threshold_uncertainty_score":0.9996637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607358713519231,"score_gpt":0.3820469217660809,"score_spread":0.2213110504141578,"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."}}