{"id":"W7093426229","doi":"","title":"Outbreak of tuberculosis among substance users and homeless people in Greater Montréal, Canada, 2003â2016","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outbreak; Tuberculosis; Epidemiology; Disease; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002566767,0.0002102374,0.0005470421,0.0000865516,0.000093561,0.00003898031,0.0002204857,0.00009348,0.00003771023],"category_scores_gemma":[0.000221791,0.0001834059,0.00004375595,0.0001008196,0.0001764145,0.000229324,0.00005298925,0.0002092485,0.000001909413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091196,"about_ca_system_score_gemma":0.0002661535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4820541,"about_ca_topic_score_gemma":0.9437748,"domain_scores_codex":[0.9976448,0.00003885743,0.00032916,0.0003582555,0.0003775343,0.001251372],"domain_scores_gemma":[0.9984969,0.00004027591,0.0001645457,0.0006230806,0.00006055844,0.0006146693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253103,0.00005977417,0.9890826,0.00008067505,0.00005422689,0.00009095659,0.003109717,0.00000590541,0.00008256571,0.00001139627,0.002854203,0.004442708],"study_design_scores_gemma":[0.001941658,0.00002175136,0.9939923,0.00008236214,0.0000632966,0.00001014199,0.001811086,0.0001061253,0.001328867,0.000006370071,0.0004530681,0.000183006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958159,0.0002673125,0.0000029696,0.001673323,0.0003786436,0.0005494925,0.00009455424,0.00001714256,0.001200707],"genre_scores_gemma":[0.9986168,0.0002207215,0.00003295486,0.0001682762,0.00009160711,0.00007101691,0.00001402783,0.00003267856,0.0007519483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4617206,"threshold_uncertainty_score":0.7479075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989308869444257,"score_gpt":0.253157146573692,"score_spread":0.2332640578792495,"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."}}