{"id":"W7111503239","doi":"","title":"THE EMPATHS: Nurses at AKUH - Newsletter Quarter 1, 2025","year":2025,"lang":"","type":"article","venue":"eCommons - AKU (Aga Khan University)","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Staffing; Session (web analytics); Commission; Health care; Workload; Quarter (Canadian coin); Audit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001239504,0.001039488,0.0005083479,0.0005927808,0.004629735,0.004327564,0.0007380518,0.004581393,0.4586259],"category_scores_gemma":[0.004049969,0.0004359727,0.0004989502,0.0004083846,0.0004447249,0.002358823,0.004391899,0.005134864,0.2811907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313392,"about_ca_system_score_gemma":0.003259317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006222897,"about_ca_topic_score_gemma":0.01852031,"domain_scores_codex":[0.9988887,0.0001483452,0.00005042164,0.0001101919,0.0004260219,0.0003763365],"domain_scores_gemma":[0.9956117,0.0001666979,0.0001254855,0.000108782,0.001310438,0.002676937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002401483,0.00003555612,0.0001232818,0.0000312166,6.249601e-7,0.00004552878,0.00005501061,0.000003871445,0.00007402444,0.00009697386,0.9862151,0.01329488],"study_design_scores_gemma":[0.00001057935,0.00003657536,0.00115311,0.0001206913,0.000001451482,0.0000585856,0.0008428028,0.00001640094,0.00007456941,0.0001037237,0.9975724,0.000009109555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004059502,0.004283527,0.0007177802,0.1357869,0.1780794,0.0006318903,0.001887901,0.002078885,0.6724741],"genre_scores_gemma":[0.004014175,0.001330464,0.0003068172,0.02430574,0.007144343,0.000181384,0.000522597,0.0002424818,0.961952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4586259,"threshold_uncertainty_score":0.7722044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326307740194342,"score_gpt":0.2670585913988515,"score_spread":0.2537955139969081,"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."}}