{"id":"W2890626229","doi":"10.1159/000491097","title":"Effect of Chemotherapy on Removal of Indwelling Pleural Catheters in Breast Cancer Patients with Malignant Pleural Effusions","year":2018,"lang":"en","type":"article","venue":"Respiration","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Alberta; University of Ottawa","funders":"","keywords":"Medicine; Chemotherapy; Breast cancer; Internal medicine; Cancer; Gastroenterology; Surgery","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":[0.001407367,0.0001956327,0.0003608746,0.0003988259,0.0002297843,0.0006414497,0.0003171225,0.0003202003,0.001473886],"category_scores_gemma":[0.01037604,0.0001333872,0.001435856,0.0005498768,0.0001888019,0.0004218907,0.0003261499,0.0006787688,0.0001189326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004222427,"about_ca_system_score_gemma":0.0004486768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008941891,"about_ca_topic_score_gemma":0.001477942,"domain_scores_codex":[0.9990035,0.0003949974,0.0001323146,0.0001192189,0.0002184491,0.0001316559],"domain_scores_gemma":[0.9875084,0.004846898,0.006228374,0.0003902997,0.000414352,0.0006117557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409278,0.00007311597,0.9907963,0.00007936557,0.0003646667,0.0001241699,0.00003388225,0.0001287374,0.0001798794,0.00001974078,0.0001168954,0.006673918],"study_design_scores_gemma":[0.00004900293,0.0006428942,0.9972157,0.00005763553,0.000439688,0.0006300985,0.0000759107,0.0002823091,0.000163216,0.00003434594,0.0004035718,0.00000541981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930477,0.0055347,0.000143455,0.000137582,0.00003083596,0.00001712452,0.0002052028,0.00000460659,0.0008789175],"genre_scores_gemma":[0.9988356,0.0007615357,0.00009206426,0.00003917447,0.00002867569,0.000008474415,0.0001484738,0.000001763412,0.00008418565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473886,"threshold_uncertainty_score":0.007442951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009865764274428623,"score_gpt":0.270881428045619,"score_spread":0.2610156637711904,"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."}}