{"id":"W2015145578","doi":"10.3201/eid1703.100833","title":"Active Tuberculosis among Homeless Persons, Toronto, Ontario, Canada, 1998–2007","year":2011,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Foreign born; Tuberculosis; Medicine; Immigration; Disease; Demography; Gerontology; Environmental health; Population; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001265113,0.0003102754,0.0006073558,0.00006178061,0.001514435,0.00001649176,0.0001986199,0.0001805256,0.01127038],"category_scores_gemma":[0.00008146173,0.0003012306,0.0001568197,0.0001549995,0.00008838144,0.0003859703,0.0001101193,0.0004332311,0.00007188998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600728,"about_ca_system_score_gemma":0.00154351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988463,"about_ca_topic_score_gemma":0.999847,"domain_scores_codex":[0.9976966,0.000313172,0.0004085549,0.0004059999,0.0003614806,0.0008142042],"domain_scores_gemma":[0.9986994,0.0001709977,0.0002182262,0.0003294832,0.0001379711,0.0004439533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003561682,0.0001581381,0.9279907,0.00009934349,0.0001681383,0.00002237287,0.06683073,0.000002712868,0.0000018582,0.0003358941,0.002409317,0.001945228],"study_design_scores_gemma":[0.0004695885,0.000041983,0.8970457,0.0001255386,0.0001434061,1.663492e-7,0.09120099,0.000008748244,0.0000114785,0.0001316006,0.01045259,0.00036817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278203,0.0007340785,0.00002130157,0.00001885448,0.002168784,0.0004726198,0.0001290248,0.0002732952,0.06836175],"genre_scores_gemma":[0.9967391,0.0001142094,0.00001029345,0.000188249,0.000524085,0.0003091031,0.00005315143,0.00005838428,0.002003365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06891888,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998725527850645,"score_gpt":0.3064255649502933,"score_spread":0.2864383096717869,"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."}}