{"id":"W3010522224","doi":"10.5206/uwomj.v88i1.6197","title":"Pulmonary tuberculosis in a recent immigrant","year":2020,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Medicine; Isoniazid; Etiology; Sputum; Sputum culture; Immigration; Intensive care medicine; Pulmonary tuberculosis; Internal medicine; Pathology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003272416,0.0007230207,0.0006197545,0.000999099,0.003275322,0.001146775,0.000489672,0.002759725,0.001804483],"category_scores_gemma":[0.001586935,0.0004777796,0.0005577538,0.0006835222,0.0008082118,0.0007817046,0.001057534,0.001793293,0.0004133693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090607,"about_ca_system_score_gemma":0.0009183174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00740736,"about_ca_topic_score_gemma":0.01304506,"domain_scores_codex":[0.99972,0.00003875907,0.00002386414,0.00005468961,0.00003586577,0.0001267554],"domain_scores_gemma":[0.9994354,0.0001048007,0.00008803086,0.00002352336,0.0000479105,0.0003002986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006979039,0.0001192313,0.06752201,0.00002728502,0.00001049454,0.9287925,0.0009221047,0.00003908242,0.0006357291,0.0001178789,0.0004978313,0.001246027],"study_design_scores_gemma":[0.00002649305,0.0004053322,0.06087569,0.00005627493,0.00003119315,0.934509,0.00207781,0.0002924042,0.0001432377,0.0001206944,0.001443714,0.00001822205],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905106,0.001376639,0.0001824095,0.002404206,0.0001851299,0.00005041116,0.00006828297,0.00001894082,0.005203357],"genre_scores_gemma":[0.9968933,0.0006977658,0.0001291511,0.001112915,0.0003836036,0.000008490489,0.00003982459,0.000004572917,0.0007304159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00740736,"threshold_uncertainty_score":0.01472849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166882997187904,"score_gpt":0.2170325058474404,"score_spread":0.20034420612865,"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."}}