{"id":"W2314127735","doi":"10.1097/mcp.0b013e3283463dac","title":"The use of tunneled pleural catheters in the treatment of pleural effusions","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada","funders":"","keywords":"Medicine; Pleural effusion; Pleural fluid; Intensive care medicine; Surgery; Radiology","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":[0.0007049523,0.0009647425,0.002201072,0.00249438,0.0002437301,0.000890088,0.001048112,0.001276652,0.003041373],"category_scores_gemma":[0.001907749,0.0002329321,0.0007858598,0.002389085,0.0005259452,0.001524068,0.0005032267,0.001232175,0.001446358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629757,"about_ca_system_score_gemma":0.0009868743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007603937,"about_ca_topic_score_gemma":0.001033298,"domain_scores_codex":[0.9995133,0.0001119264,0.00009509284,0.00006599093,0.0001828833,0.00003081376],"domain_scores_gemma":[0.9990575,0.0004858429,0.000235787,0.00001957241,0.0001493545,0.00005196275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008313645,0.00005913344,0.0004219452,0.04503657,0.0001772697,0.0007704886,0.00007159309,0.0002839347,0.0009390014,0.0008007941,0.01508422,0.936272],"study_design_scores_gemma":[0.0001089525,0.0004117255,0.006771879,0.0354862,0.000787041,0.02634373,0.0002602094,0.0003126849,0.001462574,0.001511107,0.9264775,0.00006640826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009347234,0.9994247,0.00005613663,0.00007180648,0.00008865808,0.000002927546,0.000004202589,0.000002860482,0.0002551716],"genre_scores_gemma":[0.000788254,0.9986933,0.0001353349,0.00008817875,0.0001679269,0.000004790847,0.00001085568,0.000001076839,0.0001102994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003041373,"threshold_uncertainty_score":0.01017445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3638523227628823,"score_gpt":0.4217631938936621,"score_spread":0.05791087113077986,"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."}}