{"id":"W3109227879","doi":"10.2217/imt-2020-0265","title":"Prognosticating Role of Serum Eosinophils on Immunotherapy Efficacy in Patients with Advanced Melanoma","year":2020,"lang":"en","type":"article","venue":"Immunotherapy","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Eosinophilia; Medicine; Eosinophil; Melanoma; Immunotherapy; Internal medicine; Immunology; Retrospective cohort study; Gastroenterology; Oncology; Cancer research; Cancer; Asthma","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":[0.0004831849,0.0001920996,0.0002310921,0.0003517805,0.0001548592,0.0002750199,0.00010764,0.0002322169,0.0008283984],"category_scores_gemma":[0.001252148,0.0000860333,0.0001897398,0.000348516,0.0001405922,0.0002346688,0.0001811738,0.0002880731,0.0001325003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008531965,"about_ca_system_score_gemma":0.0001070266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002339423,"about_ca_topic_score_gemma":0.0003728159,"domain_scores_codex":[0.9998317,0.0000628852,0.00002077184,0.00003036047,0.00002146363,0.00003287104],"domain_scores_gemma":[0.9992142,0.00019246,0.0003831493,0.00003603966,0.00006169537,0.0001123884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003903497,0.00001715648,0.9965209,0.000009158704,0.00001878108,0.00008952368,0.000009688218,0.00004981736,0.0005223175,0.0000093192,0.00003515011,0.002327763],"study_design_scores_gemma":[0.00001665347,0.0003403778,0.9976012,0.000008866837,0.00005129914,0.0008278814,0.00005514259,0.0003815214,0.0003458895,0.00003316761,0.0003346515,0.000003351651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986209,0.0009482129,0.0001156782,0.00002358898,0.00000618648,0.000004176046,0.00007262592,0.000002024452,0.0002066195],"genre_scores_gemma":[0.9996763,0.0001223861,0.00005623248,0.000007079445,0.00001131626,0.000001711336,0.00007162913,4.629207e-7,0.00005280926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008283984,"threshold_uncertainty_score":0.002771199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006064718479399405,"score_gpt":0.2116574494295564,"score_spread":0.205592730950157,"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."}}