{"id":"W4386065440","doi":"10.46542/pe.2023.233.243245","title":"FIP Seville 2022: Military and Emergency Pharmacy","year":2023,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Pharmacy; Medicine; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002865323,0.0001446766,0.0001610058,0.0001626782,0.0001588395,0.000007992376,0.00006765377,0.0000180226,0.003220424],"category_scores_gemma":[0.0001770684,0.0001327884,0.00006853399,0.0004746574,0.00002888247,0.0003335458,0.00006159641,0.0002336282,0.0006438633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004522358,"about_ca_system_score_gemma":0.0001965504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002890519,"about_ca_topic_score_gemma":0.000005316357,"domain_scores_codex":[0.9988562,0.00006882272,0.0002729673,0.0002753796,0.0002325536,0.0002940327],"domain_scores_gemma":[0.9992793,0.0001029737,0.00005739933,0.0001652008,0.00009557048,0.0002996029],"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":[0.0003400192,0.0005964318,0.5773368,0.0005460471,0.0001220157,0.00001234117,0.001498216,0.000002978031,0.01390876,0.0001376748,0.2174682,0.1880304],"study_design_scores_gemma":[0.001852108,0.00004229127,0.05569971,0.00003533075,0.0002826876,0.00004256432,0.0006725126,0.008638943,0.003389877,0.0003227072,0.9288027,0.0002185477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563806,0.007472799,0.000009296826,0.02407213,0.002666249,0.0006537421,0.00001341837,0.0001887222,0.008543037],"genre_scores_gemma":[0.9735388,0.0170202,0.0001532998,0.002530923,0.0006582945,0.00009730944,0.0001906942,0.00002743543,0.005783056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7113345,"threshold_uncertainty_score":0.9976908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158004452495868,"score_gpt":0.4827786822153792,"score_spread":0.3247742297195112,"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."}}