{"id":"W1991490441","doi":"10.1378/chest.123.4.1266","title":"Bad Medicine","year":2003,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dopamine; Dopaminergic; Dopamine receptor; Intensive care medicine; Critically ill; Renal function; Pharmacology; Anesthesia; Internal medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00142349,0.0004825798,0.002641456,0.0005927801,0.0001602193,0.00004400827,0.000398286,0.0004928565,0.008642067],"category_scores_gemma":[0.001212266,0.0002876164,0.0006660658,0.0005879361,0.0002707487,0.0000706424,0.00006404288,0.00336529,0.00116459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005122497,"about_ca_system_score_gemma":0.002340008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001294881,"about_ca_topic_score_gemma":1.135324e-7,"domain_scores_codex":[0.9968166,0.0002691481,0.001001008,0.0003281709,0.0009677963,0.0006173167],"domain_scores_gemma":[0.9972786,0.0001932377,0.0004564856,0.0005729226,0.0002802549,0.00121851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007833291,0.00003968991,0.0000064147,0.009654057,0.0002880728,0.0009298583,0.00001933192,6.826695e-10,6.837822e-7,0.0000241922,0.381643,0.6073869],"study_design_scores_gemma":[0.0007940721,0.0003712392,0.000004489887,0.02497486,0.001846602,0.03530587,0.0000167951,2.294278e-7,7.392829e-7,0.00004646786,0.9364279,0.0002107502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.573095e-7,0.944459,0.00008086426,0.001197361,0.0008297358,0.0004587366,0.00001979297,0.00002814712,0.05292622],"genre_scores_gemma":[1.423379e-7,0.9726493,0.0008074872,0.0005132913,0.003631985,0.00002962837,0.00008675523,0.0001172992,0.02216414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6071761,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1996609175625988,"score_gpt":0.4823350601873496,"score_spread":0.2826741426247508,"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."}}