{"id":"W4317934697","doi":"10.3390/curroncol30020117","title":"Evaluation of Current Antiemetic Therapy Response in Patients Undergoing MEC or HEC Regimens in Portugal","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nausea and vomiting management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vifor Pharma","keywords":"Antiemetic; Medicine; Nausea; Chemotherapy-induced nausea and vomiting; Vomiting; Chemotherapy; Dexamethasone; Quality of life (healthcare); Intensive care medicine; Anesthesia; Population; Cancer; Internal medicine; Oncology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004251696,0.0001297756,0.0003688368,0.0007567799,0.00002185406,0.000003984534,0.00008723605,0.00006884694,0.00008899078],"category_scores_gemma":[0.001427342,0.0001079576,0.00005512707,0.0008197526,0.00004857819,0.00004550035,0.00007130522,0.0002207183,0.00002965928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000648615,"about_ca_system_score_gemma":0.0007843929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009333837,"about_ca_topic_score_gemma":0.00008339392,"domain_scores_codex":[0.9973834,0.0008603598,0.0005316393,0.0002901865,0.0006337771,0.0003006184],"domain_scores_gemma":[0.9988679,0.0004094014,0.0001931383,0.0002393857,0.0002314225,0.00005876917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005202259,0.002210019,0.5381818,0.0001760989,0.00004073881,0.00002741165,0.0010581,0.00007409733,0.0001745511,0.0000984275,0.002186973,0.4505696],"study_design_scores_gemma":[0.01667212,0.002524704,0.9678624,0.0005099966,0.00009362217,0.000001489872,0.0003239514,0.001775895,0.0001669876,0.0002924632,0.00965677,0.0001196185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960076,0.0008410275,0.0000144116,0.0005246237,0.001201842,0.001105271,0.000003252967,0.00003614753,0.0002658393],"genre_scores_gemma":[0.9988613,0.0008168652,0.00002523389,0.0000328669,0.00005687822,0.00008499737,0.00004903972,0.00001575303,0.0000570978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504499,"threshold_uncertainty_score":0.4402381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3383401796126573,"score_gpt":0.496972579856261,"score_spread":0.1586324002436036,"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."}}