{"id":"W4404041779","doi":"10.1097/01.pcc.0001084876.38523.94","title":"PP071 Topic: AS09–Global Health/Resource Limited Setting/Health Inequalities/Impact of Global Warming/Other: EXPLORING THE PROBLEM OF SUBSTANDARD AND FALSIFIED DRUGS IN HOSPITAL SETTINGS WORLDWIDE","year":2024,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Global health; Inequality; Resource (disambiguation); Environmental health; Public health; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002782881,0.0005530906,0.0005753511,0.00184223,0.001514137,0.004638399,0.0008845844,0.002495126,0.1100563],"category_scores_gemma":[0.006831434,0.0002129137,0.0006663431,0.003227406,0.0009853852,0.004452419,0.002951898,0.001874889,0.01776412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848539,"about_ca_system_score_gemma":0.00496876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006673592,"about_ca_topic_score_gemma":0.008656523,"domain_scores_codex":[0.9984633,0.0006240168,0.0001132337,0.0001793506,0.0003726125,0.0002475395],"domain_scores_gemma":[0.995095,0.001485091,0.000622034,0.0001454889,0.001544829,0.001107554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004947742,0.00006105359,0.007579259,0.003398292,0.00001603563,0.0001153667,0.001625288,0.00002690133,0.0001697886,0.003188611,0.8959154,0.08785458],"study_design_scores_gemma":[0.00001867181,0.00009700579,0.04014412,0.005897398,0.0000214918,0.0003756118,0.00695947,0.00007631402,0.0001421294,0.002644868,0.9435973,0.00002560025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04336619,0.1401103,0.001639153,0.4031681,0.05970939,0.001411406,0.04583095,0.0005126715,0.304252],"genre_scores_gemma":[0.2329426,0.2793714,0.006727599,0.2030142,0.07052835,0.003659289,0.03958622,0.0009348021,0.1632355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1100563,"threshold_uncertainty_score":0.3681749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498230296807167,"score_gpt":0.3324644096094786,"score_spread":0.297482106641407,"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."}}