{"id":"W4311913709","doi":"10.1503/cmaj.220739","title":"Improving post-tuberculosis care in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Lung Association; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Tuberculosis; Medicine; Disease; Medical diagnosis; Family medicine; Pediatrics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009396166,0.000243987,0.000467478,0.001063131,0.005502282,0.002267112,0.001947438,0.000994151,0.006325678],"category_scores_gemma":[0.005375163,0.0002866261,0.0005147632,0.003282932,0.000774482,0.0007944657,0.001788433,0.001950468,0.0003539788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08032807,"about_ca_system_score_gemma":0.199778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960036,"about_ca_topic_score_gemma":0.9985751,"domain_scores_codex":[0.9977167,0.0002486182,0.0001388452,0.0001232796,0.000584188,0.00118839],"domain_scores_gemma":[0.9913751,0.0002230294,0.0006682435,0.00007440614,0.003105103,0.004554095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004138239,0.0006113373,0.6689101,0.001519287,0.0002701392,0.0009992069,0.002901557,0.001053584,0.0005915818,0.00381169,0.1498877,0.16903],"study_design_scores_gemma":[0.0001211325,0.0001143874,0.9621484,0.00111397,0.0001359937,0.0002024012,0.003271497,0.0007682354,0.0001345067,0.0004318137,0.03150935,0.00004825046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6469774,0.06617331,0.0007587465,0.198129,0.002481689,0.0006427373,0.0159252,0.0002094338,0.06870256],"genre_scores_gemma":[0.95731,0.01869183,0.001355725,0.0125321,0.0003295701,0.0001142406,0.002757823,0.00003521551,0.006873477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08032807,"threshold_uncertainty_score":0.5828236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006577436659767093,"score_gpt":0.249390178007668,"score_spread":0.2428127413479009,"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."}}