{"id":"W2024880022","doi":"10.1016/s1473-3099(11)70257-2","title":"Point-of-care tuberculosis diagnosis: are we there yet?","year":2011,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Medicine; Intensive care medicine; MEDLINE; Point of care; Pathology; Political science","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":[0.009861583,0.001435982,0.003937881,0.001339505,0.003965011,0.006566057,0.003714809,0.08142263,0.01065985],"category_scores_gemma":[0.06408309,0.001548419,0.00206378,0.001381949,0.005489175,0.01708974,0.002692537,0.08357602,0.00927698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555773,"about_ca_system_score_gemma":0.00561189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005113894,"about_ca_topic_score_gemma":0.01259264,"domain_scores_codex":[0.9854058,0.005672048,0.002471416,0.00138502,0.003664669,0.001400943],"domain_scores_gemma":[0.9452958,0.02886542,0.003931945,0.001436407,0.01097249,0.009497849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001566544,0.00009072085,0.003211707,0.0004012794,0.00006401101,0.002472114,0.0002376844,0.0001108225,0.000308823,0.00457153,0.9576442,0.03073049],"study_design_scores_gemma":[0.0004922908,0.0003512186,0.005900095,0.004813754,0.0003319169,0.01359374,0.002814939,0.002115886,0.0004291512,0.048016,0.920775,0.0003660169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001069224,0.001993228,0.000121654,0.9902049,0.006962996,0.000002931407,0.00001690355,0.00001127077,0.0005791619],"genre_scores_gemma":[0.003795451,0.005196144,0.000688135,0.8879037,0.1007975,0.00002212056,0.00004744168,0.00002029316,0.001529241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08142263,"threshold_uncertainty_score":0.05215371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672899941653005,"score_gpt":0.3195561055940737,"score_spread":0.2728271061775437,"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."}}