{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009661429,0.0008296576,0.0008270646,0.002953549,0.0007938123,0.003883231,0.001214052,0.002508244,0.1115358],"category_scores_gemma":[0.004506014,0.0002268689,0.000454254,0.002271088,0.0009358298,0.001971056,0.001808871,0.0019734,0.03890387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277302,"about_ca_system_score_gemma":0.003066402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412403,"about_ca_topic_score_gemma":0.002621369,"domain_scores_codex":[0.9994017,0.0001117924,0.00005461138,0.0001053135,0.0002458861,0.00008079626],"domain_scores_gemma":[0.998099,0.0003901057,0.0001680822,0.0001295439,0.0007766855,0.0004364696],"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":[0.00002982848,0.00001878131,0.0001407077,0.001543894,0.00002156125,0.0001777927,0.00005950539,0.00004121767,0.0002223824,0.002998189,0.8053377,0.1894085],"study_design_scores_gemma":[0.000003428831,0.000006819663,0.0001303032,0.0005555809,0.000008884522,0.0002753817,0.00003591392,0.000004785405,0.00003654369,0.0005461212,0.9983935,0.000002633194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006483922,0.6317531,0.0007125628,0.04624243,0.2072445,0.0000813563,0.00079288,0.0001340566,0.1123907],"genre_scores_gemma":[0.00816865,0.61161,0.001070691,0.02774923,0.2026882,0.00008870004,0.001349522,0.0001144157,0.1471606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8884642,"threshold_uncertainty_score":0.3731245,"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."}}