{"id":"W4379417113","doi":"10.3201/eid2907.230216","title":"Pulmonary Nontuberculous Mycobacteria, Ontario, Canada, 2020","year":2023,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nontuberculous mycobacteria; Mycobacterium avium complex; Lung disease; Medicine; Mycobacterium; Pulmonary disease; Mycobacterium avium-intracellulare infection; Microbiology; Lung; Internal medicine; Tuberculosis; Biology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003964754,0.0003291066,0.0001897681,0.0008961611,0.001215931,0.0008599198,0.0006883846,0.0002525086,0.002542831],"category_scores_gemma":[0.001295001,0.0002504756,0.0003304427,0.001711749,0.0002698139,0.0003501282,0.0003876721,0.0004337973,0.0003788742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02775823,"about_ca_system_score_gemma":0.03204107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951381,"about_ca_topic_score_gemma":0.9982237,"domain_scores_codex":[0.9995401,0.00002330528,0.00002861584,0.00005107166,0.0002221416,0.0001348482],"domain_scores_gemma":[0.9984853,0.00003068892,0.000220061,0.00001639201,0.0008968087,0.0003508311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015521,0.00004735494,0.9586366,0.0002788877,0.00007102991,0.0002102795,0.0005839049,0.0003903995,0.0009568019,0.0002704294,0.01924003,0.01915918],"study_design_scores_gemma":[0.0000105725,0.00002269677,0.989258,0.0001072825,0.00002924341,0.00009466781,0.0004530099,0.0003498314,0.0001500497,0.00002905862,0.009489121,0.00000652205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8526199,0.01737339,0.001090984,0.005084142,0.0002322721,0.0002572382,0.09393173,0.0001697621,0.02924059],"genre_scores_gemma":[0.9641023,0.005996326,0.001617418,0.001050435,0.00005063165,0.00008110297,0.01566241,0.00002285741,0.01141642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775823,"threshold_uncertainty_score":0.201401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007689672832081462,"score_gpt":0.2469569637289747,"score_spread":0.2392672908968932,"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."}}