{"id":"W3120863337","doi":"10.4103/ijc.ijc_149_19","title":"S100A2: A potential biomarker to differentiate malignant from tuberculous pleural effusion","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Cancer","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Malignant pleural effusion; Pleural effusion; Biomarker; Malignancy; Lung cancer; Receiver operating characteristic; Internal medicine; Pathology; Gastroenterology","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":[0.0005587158,0.0005746027,0.0002873451,0.001501916,0.0001417724,0.000550883,0.0002058172,0.0006783262,0.001218772],"category_scores_gemma":[0.001083264,0.0001538981,0.0002829622,0.0007063861,0.0002890093,0.0003491078,0.000270628,0.0003109714,0.0003931704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664928,"about_ca_system_score_gemma":0.0001534899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793132,"about_ca_topic_score_gemma":0.0003151018,"domain_scores_codex":[0.9997714,0.00006207258,0.00003466698,0.00003970831,0.00006593656,0.00002625248],"domain_scores_gemma":[0.9995711,0.0001046464,0.0001527452,0.0000159726,0.00009228232,0.0000631907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001581,0.0001537121,0.8922756,0.0003481383,0.000182499,0.001052378,0.00008523771,0.0004279484,0.06959393,0.0001145951,0.000855672,0.03390877],"study_design_scores_gemma":[0.00008393468,0.001186475,0.9387788,0.0001171614,0.0002006149,0.01054147,0.0002444276,0.006523407,0.03751218,0.0004992621,0.004286435,0.00002587399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818445,0.01340195,0.002443856,0.0003037095,0.00007787692,0.00004739927,0.0003556247,0.00007941502,0.001445569],"genre_scores_gemma":[0.9963108,0.001001431,0.002012345,0.00006002345,0.00004948708,0.0000215229,0.0002356088,0.000003268805,0.0003054318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501916,"threshold_uncertainty_score":0.004077196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543240168295637,"score_gpt":0.2831762944953985,"score_spread":0.2677438928124422,"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."}}