{"id":"W4225301684","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a4930","title":"The Changing Pattern of Disseminated Tuberculosis in Canada: a 30-Year Conventional and Molecular Epidemiologic Study","year":2022,"lang":"en","type":"article","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tuberculosis; Computer science; Medicine; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009203943,0.0004417813,0.000554357,0.00247879,0.002713976,0.001806366,0.001979456,0.00126901,0.001309669],"category_scores_gemma":[0.002960553,0.0004593782,0.000696025,0.007849339,0.001109407,0.001088924,0.001434058,0.001281619,0.0002242371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02000463,"about_ca_system_score_gemma":0.02455924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860427,"about_ca_topic_score_gemma":0.9871348,"domain_scores_codex":[0.9986929,0.000118654,0.0001026963,0.0002081562,0.0003928193,0.0004846769],"domain_scores_gemma":[0.9964331,0.0001532663,0.0006817662,0.0001176596,0.001692007,0.0009221608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007085413,0.00005091356,0.9979236,0.0000112723,0.0000335922,0.00006145249,0.0003188474,0.00004116611,0.00008643228,0.00003349345,0.0002090317,0.001159275],"study_design_scores_gemma":[0.000002451595,0.00001734703,0.9990527,0.000005665515,0.00001142674,0.00003538483,0.0005790485,0.00009373065,0.00001184618,0.000008476492,0.0001770643,0.000004841939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955329,0.0006396224,0.00007327581,0.0002974544,0.000008881323,0.00002473343,0.002567247,0.000006861979,0.0008490659],"genre_scores_gemma":[0.9977797,0.0004117806,0.0001059191,0.00009334778,0.000007668242,0.000007870321,0.00116322,0.000003234393,0.0004273177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000463,"threshold_uncertainty_score":0.1451444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918222383173183,"score_gpt":0.3024320815524078,"score_spread":0.283249857720676,"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."}}