{"id":"W2345846567","doi":"10.1016/j.jhg.2016.02.012","title":"Review article","year":2016,"lang":"en","type":"article","venue":"Journal of Historical Geography","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Bronchoalveolar lavage; Radiological weapon; Predictive value; Tuberculosis; Diagnostic accuracy; Gold standard (test); Internal medicine; Pathology; Radiology; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007295288,0.00006504071,0.000408231,0.000186374,0.00002414616,0.000001565896,0.00008834488,0.00004544184,0.0003268638],"category_scores_gemma":[0.001403897,0.00003115835,0.000418694,0.0002605247,0.00005054387,0.00006871466,0.00001531537,0.0001832442,0.000061003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019161,"about_ca_system_score_gemma":0.00004782424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043464,"about_ca_topic_score_gemma":4.863234e-7,"domain_scores_codex":[0.9988849,0.00009571762,0.0004623794,0.00008208297,0.0002539447,0.0002209513],"domain_scores_gemma":[0.9988723,0.0001916523,0.0001600347,0.0001507902,0.0002520187,0.0003731863],"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":[0.0001841872,0.0001909837,0.1468724,0.0001562235,0.0001094297,0.0001243251,0.000004214645,3.680244e-8,0.005849722,0.0000886573,0.7917768,0.05464303],"study_design_scores_gemma":[0.000693342,0.00082351,0.06346636,0.0008992155,0.0000900158,0.0004838655,9.681639e-7,4.37721e-7,0.0001140759,0.0003778253,0.9330038,0.00004656436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1183341,0.5902539,0.002012798,0.2813646,0.001009922,0.0002955626,0.000002472129,0.00004073762,0.006685894],"genre_scores_gemma":[0.6751501,0.2943511,0.003535263,0.02419677,0.001379803,0.000008103006,5.502501e-7,0.00002748569,0.001350787],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.556816,"threshold_uncertainty_score":0.3578929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943646873967011,"score_gpt":0.3247134726896061,"score_spread":0.295277003949936,"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."}}