{"id":"W26660926","doi":"10.1155/2005/498709","title":"Chest Tube Drainage Under Radiological Guidance for Pleural Effusion and Pneumothorax in a Tertiary Care University Teaching Hospital: Review of 51 Cases","year":2005,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Medicine; Pneumothorax; Radiological weapon; Empyema; Pleural effusion; Chest tube; Percutaneous; Surgery; Effusion; Drainage; Radiology; Pleural disease; Respiratory disease; Lung; 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":[0.0005158492,0.0006510048,0.001061881,0.003961811,0.0005989379,0.0006803242,0.001248854,0.0009969501,0.002694715],"category_scores_gemma":[0.002032442,0.0003618688,0.0005190431,0.00537449,0.0006044271,0.0008593222,0.0004093744,0.0003333916,0.001058128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007372772,"about_ca_system_score_gemma":0.001597293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895566,"about_ca_topic_score_gemma":0.006043487,"domain_scores_codex":[0.9991609,0.0001069531,0.0002470735,0.0001173281,0.0002870157,0.00008074954],"domain_scores_gemma":[0.9988285,0.000411621,0.0004297101,0.00004432058,0.000187293,0.00009858527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002352349,0.0002097977,0.08182191,0.0231597,0.0003427234,0.1182678,0.0009168793,0.0003179003,0.003290757,0.0003086955,0.01597842,0.7551502],"study_design_scores_gemma":[0.00008942479,0.0005448178,0.1867728,0.009555055,0.0007782994,0.70803,0.001158105,0.0002309653,0.001417277,0.000193043,0.09115808,0.00007218981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03611113,0.9598447,0.000360859,0.0002542625,0.0001527763,0.00006600092,0.0001053315,0.00004400024,0.003060854],"genre_scores_gemma":[0.1296141,0.8675628,0.0008217996,0.0004125472,0.0002824093,0.00004916711,0.0002872522,0.00001083073,0.0009591396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003961811,"threshold_uncertainty_score":0.009014785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303972444885675,"score_gpt":0.3168783621917302,"score_spread":0.2738386377428735,"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."}}