{"id":"W1978445997","doi":"10.1258/rsmsmj.53.2.7","title":"Tuberculosis in Somalia","year":2008,"lang":"en","type":"article","venue":"Scottish Medical Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Tuberculosis; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001708447,0.0001359024,0.0004926181,0.0002886694,0.0001351262,0.00001104219,0.000214732,0.000275047,0.005869628],"category_scores_gemma":[0.005263823,0.0001020818,0.0001833382,0.0003313118,0.0003380564,0.0001158644,0.00006848812,0.001737319,0.0003563922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503926,"about_ca_system_score_gemma":0.0007211003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214593,"about_ca_topic_score_gemma":0.00006903656,"domain_scores_codex":[0.9969389,0.0003138741,0.0006090888,0.0002292005,0.001175875,0.0007329921],"domain_scores_gemma":[0.9979139,0.0002292072,0.00006121992,0.0001872973,0.0001046893,0.001503707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002081512,0.0003570272,0.7574794,0.00002948849,0.0001020322,0.01753335,0.0001534666,0.00000198433,0.0003922437,0.0001160357,0.1933125,0.03031431],"study_design_scores_gemma":[0.003004262,0.000401863,0.9052485,0.0003257317,0.00001750918,0.06091145,0.00006285886,0.0004206383,0.0001397923,0.0005298742,0.02879542,0.0001421505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398802,0.001571462,0.0001246165,0.04724332,0.0003976976,0.0001202578,0.00000148624,0.00003059878,0.01063039],"genre_scores_gemma":[0.9824359,0.007075592,0.0008008688,0.00791718,0.001151268,0.000008272727,0.000005989504,0.00001977757,0.0005851663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645171,"threshold_uncertainty_score":0.9950392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593769967002328,"score_gpt":0.3473538594766687,"score_spread":0.3114161598066454,"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."}}