{"id":"W2002818651","doi":"10.1378/chest.09-0005","title":"A 48-Year-Old Woman With Remote Hodgkin Disease and Bilateral Pleural Effusions","year":2009,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Procarbazine; Surgery; Prednisone; Vincristine; Cyclophosphamide; Ascites; Radiology; Chemotherapy","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":[0.0004186566,0.00230922,0.001656998,0.002460438,0.003854807,0.001183831,0.001017493,0.004900092,0.008267621],"category_scores_gemma":[0.003889609,0.001474668,0.00133448,0.001317753,0.001454081,0.002991542,0.001917226,0.003597289,0.002079367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006407669,"about_ca_system_score_gemma":0.0007778595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173301,"about_ca_topic_score_gemma":0.002717657,"domain_scores_codex":[0.9995639,0.00004543356,0.00005490283,0.0001133027,0.00005185114,0.0001705782],"domain_scores_gemma":[0.9981933,0.0005996434,0.0001987781,0.0001222088,0.00009861105,0.0007874779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002321253,0.0001261819,0.01782466,0.00003040304,0.00001318896,0.979811,0.000234703,0.00003305848,0.0006040312,0.00009326924,0.000306658,0.0006906803],"study_design_scores_gemma":[0.00009692486,0.0007713141,0.06640887,0.00005562875,0.00007250052,0.9283861,0.00093462,0.0001963293,0.0003992262,0.000378435,0.002256247,0.00004372856],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596289,0.004440102,0.0008400514,0.006685506,0.001326938,0.0002239009,0.0009234391,0.0001408225,0.02579025],"genre_scores_gemma":[0.9894186,0.001891581,0.0003174604,0.002279107,0.001727827,0.00003326581,0.0003916117,0.00002619234,0.003914331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008267621,"threshold_uncertainty_score":0.02765793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205875881636133,"score_gpt":0.2894188778910521,"score_spread":0.2673601190746908,"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."}}