{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005424793,0.0001268391,0.0004428825,0.0001080199,0.0000754158,0.00001112044,0.0001660364,0.00006460754,0.0003230213],"category_scores_gemma":[0.00009889389,0.00006649644,0.0002200976,0.000189197,0.0000944515,0.00003747402,0.00003233652,0.0002614338,0.0001063525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099617,"about_ca_system_score_gemma":0.0001516445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000921223,"about_ca_topic_score_gemma":0.00003986225,"domain_scores_codex":[0.9988852,0.0001313373,0.0004057683,0.0001362599,0.0001887495,0.0002527318],"domain_scores_gemma":[0.9988492,0.0003773425,0.0002464102,0.0002944808,0.00007198044,0.0001606091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007753996,0.0002680185,0.4332779,0.00002874443,0.002903142,0.004036768,0.001068972,0.00007939647,0.002044928,0.0005612382,0.5486478,0.00630767],"study_design_scores_gemma":[0.006218805,0.00216247,0.9403791,0.000366045,0.001874486,0.005217302,0.001026613,0.0001813352,0.002089588,0.004223874,0.03604746,0.0002128786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404493,0.007901258,0.00000998085,0.05028426,0.0006360319,0.0001313936,0.0000505676,0.00002002694,0.0005172124],"genre_scores_gemma":[0.9914419,0.006311221,0.00007679319,0.000879382,0.0008952276,0.000008949026,0.00003202751,0.00001762662,0.0003368519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5126004,"threshold_uncertainty_score":0.3536857,"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."}}