{"id":"W4283316329","doi":"10.3390/curroncol29070354","title":"Coaxial Drainage versus Standard Chest Tube after Pulmonary Lobectomy: A Randomized Controlled Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thoracotomy; Chest tube; Surgery; Chest radiograph; Anesthesia; Pleural effusion; Analgesic; Chest pain; Randomized controlled trial; Radiography; Pneumothorax","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002616846,0.001202087,0.005020757,0.0006355652,0.0005542514,0.001095962,0.001084193,0.002523071,0.005047311],"category_scores_gemma":[0.003589115,0.0006986241,0.00250611,0.0007398077,0.001703501,0.001026729,0.0005364098,0.002358933,0.0005033941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006821182,"about_ca_system_score_gemma":0.001402488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008521257,"about_ca_topic_score_gemma":0.001385762,"domain_scores_codex":[0.9976556,0.001239729,0.0002845343,0.0003527232,0.0002139182,0.0002535106],"domain_scores_gemma":[0.9962384,0.001616489,0.0008379368,0.0002551369,0.0002171072,0.0008348913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9813529,0.0116197,0.0006911846,0.0005036666,0.0005380583,0.00002246436,0.00003200457,0.00004767321,0.0005694641,0.0000303119,0.00009181595,0.00450083],"study_design_scores_gemma":[0.796944,0.1988066,0.00288457,0.00005346015,0.0006254788,0.00001972687,0.00004156518,0.0001925973,0.0001713497,0.00005089279,0.0001950154,0.00001476521],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917904,0.003873922,0.0002980799,0.0002332647,0.00053796,0.002595671,0.0002280279,0.00002553159,0.0004171207],"genre_scores_gemma":[0.9868983,0.003375859,0.001249021,0.0007342119,0.001199729,0.005195532,0.0003759222,0.000008066977,0.0009632936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005047311,"threshold_uncertainty_score":0.01688498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243122582906311,"score_gpt":0.3671042077613749,"score_spread":0.3146729819323117,"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."}}