{"id":"W2040157715","doi":"10.2995/jacsurg.23.924","title":"Antibiotic prophylaxis for pulmonary resection of lung cancer","year":2009,"lang":"en","type":"article","venue":"The Journal of the Japanese Association for Chest Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Antibiotics; Lung cancer; Intensive care medicine; Antibiotic prophylaxis; Lung; Resection; Pneumonectomy; Surgery; Internal medicine; Microbiology; Biology","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":[0.0001999623,0.0001546812,0.0002726444,0.0003275812,0.0003698429,0.0002357952,0.0001190777,0.0002414574,0.001754639],"category_scores_gemma":[0.001380809,0.00006835152,0.0003132319,0.000239241,0.0002079856,0.0001515801,0.0001840566,0.0004772022,0.0002016038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779886,"about_ca_system_score_gemma":0.001229734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457473,"about_ca_topic_score_gemma":0.003605852,"domain_scores_codex":[0.9997584,0.00009749192,0.00003305624,0.00001793446,0.0000478089,0.00004530558],"domain_scores_gemma":[0.9995827,0.0001311899,0.0001040623,0.00001566026,0.00004525936,0.0001211378],"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":[0.003942286,0.001021234,0.4317538,0.001425585,0.0002909948,0.009682298,0.000282114,0.0007236014,0.01465016,0.001482666,0.01520456,0.5195408],"study_design_scores_gemma":[0.0005124082,0.003615238,0.898595,0.0008777978,0.0003502293,0.02350985,0.0003645986,0.00114386,0.004509929,0.001004842,0.06547774,0.00003854164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7557,0.1962524,0.002886286,0.006810857,0.0009991666,0.0002089302,0.0002670505,0.0001079559,0.03676734],"genre_scores_gemma":[0.9868227,0.009811313,0.0006213798,0.0007007226,0.0003813209,0.00005676478,0.0001353193,0.000005494435,0.001465098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754639,"threshold_uncertainty_score":0.005869865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186368999036119,"score_gpt":0.2984998738267204,"score_spread":0.2798629739231085,"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."}}