{"id":"W4323664917","doi":"10.1183/23120541.00670-2022","title":"A 3D-engineered silicone stent to treat a refractory bronchopleural fistula","year":2023,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Bronchopleural fistula; Refractory (planetary science); Silicone; Surgery; Stent; Thoracostomy; Fistula; Radiology; Lung; Pneumothorax; Internal medicine; Pneumonectomy","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":[0.0001176394,0.0002718743,0.0002765199,0.0004172937,0.000324302,0.0002871729,0.0002017415,0.001193843,0.001203281],"category_scores_gemma":[0.0002440212,0.0001056647,0.0005906927,0.0001585338,0.0002298488,0.000316208,0.0002304887,0.000670379,0.0004429534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386688,"about_ca_system_score_gemma":0.0001437425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002789396,"about_ca_topic_score_gemma":0.0005587563,"domain_scores_codex":[0.999944,0.000006825846,0.000006168173,0.000007688298,0.00002111593,0.0000142396],"domain_scores_gemma":[0.9999321,0.00001981729,0.00001161558,0.000005009133,0.00000522049,0.00002626614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.001502137,0.0007101108,0.006532636,0.0009429635,0.0002557935,0.3648053,0.0003345834,0.003015201,0.3922912,0.002934401,0.01776877,0.2089067],"study_design_scores_gemma":[0.0004457708,0.003093072,0.01474016,0.0002474083,0.0002124749,0.7532104,0.0001574746,0.02209614,0.1103575,0.001575203,0.09373529,0.0001291056],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972307,0.02862439,0.04179941,0.009007302,0.003001672,0.0001625118,0.000484865,0.001442373,0.01824683],"genre_scores_gemma":[0.9682932,0.005993742,0.01580246,0.002994249,0.0006756288,0.00005120094,0.0002122882,0.00006721321,0.0059101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001203281,"threshold_uncertainty_score":0.00402534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1870224650079043,"score_gpt":0.4362211031173824,"score_spread":0.2491986381094781,"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."}}