{"id":"W4389648589","doi":"10.3390/curroncol30120760","title":"Anastomosis Complications after Bronchoplasty: Incidence, Risk Factors, and Treatment Options Reported by a Referral Cancer Center","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anastomosis; Surgery; Lung cancer; Fistula; Stenosis; Bronchopleural fistula; Lymphadenectomy; Pneumonectomy; Cancer; Radiology; Internal medicine","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":[0.000636949,0.0002299073,0.0003330602,0.001645479,0.0005197939,0.0005255039,0.0004431644,0.0004834026,0.001722043],"category_scores_gemma":[0.002054357,0.0002294017,0.0003958787,0.00230728,0.0003582882,0.0004071165,0.000567397,0.0004394919,0.0002915757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005978788,"about_ca_system_score_gemma":0.0005684345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384525,"about_ca_topic_score_gemma":0.004104827,"domain_scores_codex":[0.9993375,0.000124066,0.0001263076,0.000135179,0.000137175,0.0001398554],"domain_scores_gemma":[0.9966197,0.0006118575,0.001818997,0.0001242541,0.0002751644,0.0005499084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002444622,0.00001297984,0.9989448,0.000009566597,0.00001474807,0.00009797232,0.00003853317,0.00002331959,0.00006820772,0.000004620725,0.0001041675,0.0006565205],"study_design_scores_gemma":[0.000003490139,0.00004842074,0.998203,0.00001393857,0.00001702544,0.001066417,0.0003104179,0.0000964764,0.00006277702,0.000008677504,0.0001648457,0.000004432826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985108,0.0007234298,0.00005807937,0.00004951908,0.000004463527,0.000006620627,0.0003154893,0.000008537045,0.0003231705],"genre_scores_gemma":[0.9992048,0.0002697238,0.00004681298,0.00002473127,0.00001109824,0.000007177914,0.0003842982,0.000002756796,0.00004873869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003384525,"threshold_uncertainty_score":0.006729662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180563726091214,"score_gpt":0.4112321852243652,"score_spread":0.2931758126152437,"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."}}