{"id":"W4220975031","doi":"10.3390/antibiotics11030371","title":"Facing the Increased Prevalence of Antibiotic-Resistant M. tuberculosis: Exploring the Feasibility of Realising Koch’s Aspiration of Immunotherapy of Tuberculosis","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tuberculosis; Immunotherapy; Immunity; Pathogen; Antibiotics; Immunology; Medicine; Intensive care medicine; Mycobacterium tuberculosis; Immune system; Biology; Microbiology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001237122,0.0001600174,0.0005256364,0.0001046945,0.000188846,0.000003182589,0.0002632031,0.00001119224,0.00006772629],"category_scores_gemma":[0.0003373826,0.00009952686,0.0001952721,0.0004373831,0.0004438109,0.00007064616,0.0002013866,0.0001948343,1.180659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574873,"about_ca_system_score_gemma":0.00006930895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014348,"about_ca_topic_score_gemma":0.00003819477,"domain_scores_codex":[0.9978048,0.0003065633,0.0008511415,0.000213672,0.0006518296,0.0001720598],"domain_scores_gemma":[0.9979727,0.0004895824,0.0005639691,0.0006218207,0.0003269437,0.00002495105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000450671,0.0004072925,0.4981992,0.001306058,0.0004524308,0.000002091485,0.00362709,0.0001495905,0.4920066,0.0003723446,0.00002980212,0.002996858],"study_design_scores_gemma":[0.000868506,0.001592844,0.5321847,0.0006715784,0.0003824633,0.000005317898,0.007945425,0.0002149651,0.4559742,0.00005793808,0.00002690619,0.00007520346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964608,0.00165958,0.00009947932,0.0005773937,0.0001578142,0.0006355984,0.0001767243,0.000009522922,0.0002230884],"genre_scores_gemma":[0.9990163,0.0006227797,0.0001946074,0.00007408669,0.00004640748,0.000001217371,0.00001458831,0.00001428574,0.00001571168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03603243,"threshold_uncertainty_score":0.4058588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08716054602770225,"score_gpt":0.3281912687716862,"score_spread":0.241030722743984,"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."}}