{"id":"W4389504797","doi":"10.46475/asean-jr.v24i2.871","title":"Tuberculosis: Important lessons from AOCR 2023, Bangkok, Thailand","year":2023,"lang":"en","type":"article","venue":"The ASEAN Journal of Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Tuberculosis; Medicine; Radiological weapon; Political science; Environmental health; Pathology; Radiology","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":[0.008151378,0.001093335,0.0007620004,0.0009949645,0.002042622,0.009497005,0.001464265,0.007730632,0.01906227],"category_scores_gemma":[0.007693426,0.000516417,0.0009551989,0.001925396,0.002132916,0.005486141,0.004608945,0.01356346,0.004922443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593738,"about_ca_system_score_gemma":0.03388513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04742447,"about_ca_topic_score_gemma":0.0666162,"domain_scores_codex":[0.9965408,0.0009477538,0.0003955353,0.0002970301,0.0007502534,0.001068596],"domain_scores_gemma":[0.9793532,0.001856995,0.0008378249,0.0003822544,0.003018866,0.01455087],"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":[0.000387857,0.0002233125,0.003422662,0.002109653,0.00005236665,0.002781664,0.001452813,0.0002753994,0.0007727744,0.007429768,0.8128394,0.1682525],"study_design_scores_gemma":[0.0001298349,0.0001963373,0.009090968,0.003859627,0.0000603466,0.00196634,0.005943549,0.0001513309,0.0004496799,0.00403094,0.9740151,0.0001059902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003080173,0.1536051,0.0003513135,0.7896971,0.02992488,0.00003821494,0.000596237,0.00009087622,0.02261614],"genre_scores_gemma":[0.09771676,0.3880037,0.003553198,0.3833247,0.03274052,0.0001684538,0.001507671,0.0003018104,0.09268307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04742447,"threshold_uncertainty_score":0.09429687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582379731645231,"score_gpt":0.3160183811835321,"score_spread":0.2901945838670799,"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."}}