{"id":"W1548142985","doi":"","title":"Prophylactic intracavitary (pneumonectomy space) antibiotic instillation: a comparative study.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Empyema; Pneumonectomy; Surgery; Antibiotics; Bronchopleural fistula; Complication; 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":[0.001220059,0.0004644306,0.0008362532,0.0008966962,0.0002389788,0.0004661964,0.0003198406,0.0006526044,0.002049025],"category_scores_gemma":[0.003915915,0.0002666397,0.0008849056,0.00088396,0.0004261268,0.000420238,0.000250686,0.0003638151,0.0003810514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396419,"about_ca_system_score_gemma":0.0003827167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734337,"about_ca_topic_score_gemma":0.0002782551,"domain_scores_codex":[0.9991178,0.0003779862,0.0001634669,0.0001223675,0.0001242557,0.00009423547],"domain_scores_gemma":[0.9961383,0.001633853,0.001467114,0.0002259674,0.0002177576,0.0003169418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.09557743,0.01979816,0.7284297,0.003350099,0.002717426,0.005369843,0.0008457553,0.0004648517,0.01055224,0.0002388089,0.000663529,0.1319921],"study_design_scores_gemma":[0.01064482,0.4045303,0.5519492,0.0005074083,0.002446075,0.02011841,0.0008970518,0.000667296,0.004891797,0.0001034844,0.003153226,0.00009083523],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955408,0.003770585,0.0001460965,0.00001358188,0.00001965109,0.00007307778,0.00007312401,0.000005766417,0.0003573705],"genre_scores_gemma":[0.9973807,0.001859722,0.0002349158,0.00005676738,0.0001299417,0.00009182605,0.000178671,0.000002150483,0.00006532976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049025,"threshold_uncertainty_score":0.006854713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05019047982387224,"score_gpt":0.2756292141448066,"score_spread":0.2254387343209343,"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."}}