{"id":"W2110642803","doi":"10.1378/chest.134.4_meetingabstracts.s66002","title":"USE OF A DRUG ELUTING PLEURAL CATHETER FOR PLEURODESIS","year":2008,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pleurodesis; Bolus (digestion); Dosing; Regimen; Catheter; Surgery; Pleural effusion; Anesthesia; Internal medicine","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":[0.0006232594,0.0003574537,0.0005543972,0.001379453,0.001593476,0.001197299,0.0005299443,0.001586975,0.003190018],"category_scores_gemma":[0.00476334,0.0001948966,0.001120785,0.0007251958,0.0005202573,0.0007702895,0.0003483148,0.002244602,0.0006345438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006461347,"about_ca_system_score_gemma":0.001146305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007878247,"about_ca_topic_score_gemma":0.001784476,"domain_scores_codex":[0.9992259,0.0001272366,0.0001137168,0.0001050158,0.0002783752,0.0001497117],"domain_scores_gemma":[0.9972995,0.001173274,0.0006216879,0.0001627982,0.0001728004,0.0005700189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003424403,0.003137336,0.5322842,0.0006271553,0.0009891088,0.2279496,0.001118068,0.000735792,0.04044553,0.002543182,0.009216889,0.1775287],"study_design_scores_gemma":[0.0005224683,0.01453174,0.3694354,0.0008468035,0.001184907,0.5177575,0.0009781877,0.003901577,0.02328347,0.001582175,0.06582951,0.0001463925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252074,0.02396371,0.003583675,0.01036034,0.001687081,0.0001328468,0.0003376484,0.00018648,0.03454076],"genre_scores_gemma":[0.9874489,0.003476837,0.001038089,0.003947592,0.001429621,0.00002201855,0.0001914177,0.00003409252,0.002411315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003190018,"threshold_uncertainty_score":0.01067168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09421783606370245,"score_gpt":0.2831801689812998,"score_spread":0.1889623329175974,"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."}}