{"id":"W2992942842","doi":"10.15173/sciential.v1i3.2266","title":"Antimicrobial Resistance and Tuberculosis","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Antimicrobial; Tuberculosis; Antibiotic resistance; Microbiology; Mycobacterium tuberculosis; Medicine; Virology; Biology; Antibiotics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009679819,0.0001856999,0.0002912434,0.001575509,0.0005647633,0.001745015,0.0003450962,0.001524299,0.01616499],"category_scores_gemma":[0.004934582,0.0001595895,0.0001899565,0.001883356,0.0006625648,0.0005785876,0.0006315591,0.001608523,0.00156645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306374,"about_ca_system_score_gemma":0.00136848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02449186,"about_ca_topic_score_gemma":0.03606408,"domain_scores_codex":[0.9989172,0.0005037427,0.00006686933,0.00007537446,0.0002644986,0.0001722765],"domain_scores_gemma":[0.9973921,0.0008063034,0.0006131796,0.0000990955,0.0003874376,0.0007018783],"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":[0.0009677131,0.001109518,0.5409173,0.001119598,0.0002335067,0.002160539,0.002599129,0.000324869,0.001751462,0.02398539,0.09739627,0.3274347],"study_design_scores_gemma":[0.00003902372,0.0001980724,0.8655547,0.0009612899,0.00009373096,0.001890311,0.00153116,0.0004076643,0.0002074534,0.008550048,0.1205411,0.00002550209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2956308,0.381513,0.0002873149,0.196046,0.002174446,0.00004035379,0.001750157,0.00005153405,0.1225063],"genre_scores_gemma":[0.8740323,0.08602707,0.0002851142,0.008985607,0.003740204,0.00002324092,0.0003992422,0.00001286191,0.02649434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02449186,"threshold_uncertainty_score":0.05407727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656303551251991,"score_gpt":0.2993067004778955,"score_spread":0.2827436649653756,"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."}}