{"id":"W4320083863","doi":"10.15761/gimci.1000210","title":"Cell Mediated Immunity","year":2022,"lang":"en","type":"article","venue":"General Internal Medicine and Clinical Innovations","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immunity; Cell mediated immunity; Biology; Immunology; Computational biology; Immune system","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":[0.001768253,0.001501697,0.001970404,0.001141938,0.0009787747,0.003862969,0.002316437,0.002531734,0.08578759],"category_scores_gemma":[0.003346145,0.0002703015,0.001059239,0.0008172367,0.001334309,0.001436269,0.002733387,0.00317379,0.03891785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366344,"about_ca_system_score_gemma":0.001526546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005958209,"about_ca_topic_score_gemma":0.0003346931,"domain_scores_codex":[0.996398,0.0008681467,0.0002055014,0.0006480281,0.001347744,0.0005325021],"domain_scores_gemma":[0.9980914,0.0003763658,0.0002512668,0.0003360829,0.0006535042,0.0002914274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006444076,0.0006582731,0.003060059,0.00604518,0.0003220695,0.001172483,0.0004530324,0.0006268552,0.06771988,0.06931001,0.2270506,0.6229372],"study_design_scores_gemma":[0.00008229938,0.0007472731,0.001254164,0.0008604913,0.00008122337,0.001952677,0.0001047169,0.0002075239,0.008307533,0.009512888,0.9768544,0.00003491688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01838311,0.3851557,0.06338569,0.01556176,0.01684345,0.003385061,0.005851445,0.003980424,0.4874533],"genre_scores_gemma":[0.2410526,0.2939984,0.03443858,0.03187219,0.01126711,0.003207733,0.007476395,0.0004173035,0.3762696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08578759,"threshold_uncertainty_score":0.2869881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05733296626760852,"score_gpt":0.3586182529340117,"score_spread":0.3012852866664032,"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."}}