{"id":"W2921846840","doi":"10.1093/jcag/gwz006.092","title":"A93 LATENT TUBERCULOSIS SCREENING PRIOR TO BIOLOGICAL THERAPY IN INFLAMMATORY BOWEL DISEASE PATIENTS: IS THE CHEST X-RAY ALWAYS NEEDED?","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Latent tuberculosis; Tuberculosis; Tuberculin; Internal medicine; Population; Inflammatory bowel disease; Crohn's disease; Disease; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00247884,0.0002089084,0.0004960875,0.001162234,0.0003585774,0.0009100457,0.0004768708,0.0009608585,0.001452894],"category_scores_gemma":[0.009379869,0.0003560878,0.0003788331,0.001349648,0.0005874943,0.001332277,0.0004894723,0.000387557,0.0003295395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353613,"about_ca_system_score_gemma":0.0004368463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383398,"about_ca_topic_score_gemma":0.002101213,"domain_scores_codex":[0.9976903,0.001096154,0.0004257454,0.000246661,0.0003298397,0.0002113015],"domain_scores_gemma":[0.9945247,0.00179441,0.002649575,0.0002149839,0.0004666077,0.0003496629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001955027,0.00005206382,0.9959824,0.00005807308,0.00001697732,0.0002538796,0.0001100464,0.00001412858,0.0001916882,0.0000164014,0.00007624991,0.003032568],"study_design_scores_gemma":[0.00002803499,0.0005784404,0.9952899,0.0001181553,0.0000689888,0.002373534,0.0006444461,0.0001808193,0.0001895809,0.00003413503,0.0004861334,0.000007772001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964432,0.002351136,0.0001710433,0.0002441708,0.00001918846,0.00002443696,0.00009377495,0.00000255267,0.0006504848],"genre_scores_gemma":[0.9989176,0.0005581672,0.0001990812,0.0001318351,0.00004539687,0.00001309567,0.00008012065,0.000001376699,0.00005328997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247884,"threshold_uncertainty_score":0.01310951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314139075827018,"score_gpt":0.238941176818571,"score_spread":0.2257997860603008,"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."}}