{"id":"W2588080644","doi":"10.1503/cmaj.160828","title":"TB or not TB?","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ruler; Sign (mathematics); Tuberculosis; Medicine; Pathology; Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003484555,0.0003203172,0.0007298914,0.001101679,0.001846108,0.003138972,0.0007073673,0.003038823,0.0429648],"category_scores_gemma":[0.02767197,0.0002586793,0.0004847361,0.0007220371,0.002951169,0.005145618,0.001390422,0.006883406,0.009026223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002513755,"about_ca_system_score_gemma":0.003192951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661249,"about_ca_topic_score_gemma":0.02022032,"domain_scores_codex":[0.9974452,0.0009242986,0.0002378527,0.0003153724,0.0005750222,0.0005023273],"domain_scores_gemma":[0.9933755,0.002261362,0.0007265762,0.0002537718,0.001614057,0.001768637],"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":[0.0001219014,0.00009088198,0.0129813,0.0008686583,0.00006774437,0.0008459826,0.003249412,0.00004274508,0.0002445579,0.02602248,0.7921081,0.1633563],"study_design_scores_gemma":[0.00006328255,0.0001228538,0.01956243,0.009595992,0.0001313438,0.007489326,0.01634187,0.0001667684,0.0001805901,0.05484863,0.8914065,0.00009033016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004557201,0.04580563,0.0006771756,0.8878184,0.02287935,0.00002974443,0.0005994487,0.00004624946,0.03758688],"genre_scores_gemma":[0.1772047,0.1057865,0.001743192,0.6227613,0.03607883,0.0001321215,0.001351096,0.0001525691,0.05478956],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0429648,"threshold_uncertainty_score":0.1437317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005814429450772,"score_gpt":0.3607983266827809,"score_spread":0.3207401823882732,"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."}}