{"id":"W1998181116","doi":"10.1097/01.rvi.0000138671.64961.9c","title":"Large Asymptomatic Hydropneumothorax after Thoracentesis","year":2004,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Interventional radiology; Quarter (Canadian coin); Feature (linguistics); Radiology; Medical physics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860509,0.00009850256,0.0003225107,0.0001306175,0.00003436007,0.000009177594,0.00005599461,0.00005816107,0.0004026579],"category_scores_gemma":[0.00009728187,0.00006828893,0.0005813451,0.00006067571,0.00006022672,0.0001180554,0.00002648622,0.0001505224,0.00001546612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004119495,"about_ca_system_score_gemma":0.00005423872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002593937,"about_ca_topic_score_gemma":0.000001881007,"domain_scores_codex":[0.9991124,0.00007477993,0.0003889388,0.00009812911,0.0001780342,0.0001476971],"domain_scores_gemma":[0.9994962,0.00002956859,0.0001391025,0.0000779923,0.00009268046,0.0001644665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01330822,0.01522438,0.8772331,0.003292251,0.01153019,0.01318211,0.001273301,0.0003760396,0.01667263,0.01852952,0.01057791,0.0188003],"study_design_scores_gemma":[0.004421732,0.003305592,0.9551907,0.0008997814,0.0006529324,0.01553985,0.000117764,0.0001002748,0.0002266353,0.008746748,0.01063404,0.0001639986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832926,0.01320379,0.001531571,0.00160366,0.0001484311,0.00006675062,0.00001271159,0.000006691785,0.0001337821],"genre_scores_gemma":[0.9982338,0.0004682625,0.0005087805,0.00043736,0.0002227609,0.000003182657,0.00001110748,0.000008118238,0.000106655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0779575,"threshold_uncertainty_score":0.4408821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009937713158244885,"score_gpt":0.2757447674744178,"score_spread":0.265807054316173,"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."}}