{"id":"W4417358625","doi":"10.3390/curroncol32120708","title":"Chest Wall Resection and Reconstruction Following Cancer","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thoracic wall; Cancer; Soft tissue; Surgical resection; Quality of life (healthcare); Breast cancer; Resection; Lung; Metastasis","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":[0.0004865908,0.0003363422,0.000509972,0.000877388,0.0002693571,0.0006765759,0.000285998,0.0005450943,0.002368156],"category_scores_gemma":[0.001550718,0.00009271119,0.0005899961,0.0007414409,0.0005047854,0.0004933975,0.0003447892,0.0006137921,0.0005640467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234884,"about_ca_system_score_gemma":0.0006439486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005071691,"about_ca_topic_score_gemma":0.001403316,"domain_scores_codex":[0.9996465,0.00008423279,0.00005585816,0.00003976409,0.0001317043,0.00004185882],"domain_scores_gemma":[0.9994679,0.000269968,0.0001508258,0.00001552132,0.00005610249,0.00003965308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002272693,0.0001056381,0.008234807,0.01137425,0.000250566,0.006353297,0.000162584,0.0005203677,0.00485201,0.00219959,0.008504437,0.9572152],"study_design_scores_gemma":[0.0001809899,0.001618342,0.09831665,0.02835086,0.001306045,0.1955007,0.001274382,0.001271783,0.01183182,0.008381975,0.6518303,0.0001361519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01373534,0.9763054,0.001967733,0.0007655573,0.0006009827,0.00003762205,0.0000536085,0.00003118787,0.006502581],"genre_scores_gemma":[0.1151082,0.8768718,0.003321599,0.001163092,0.001344192,0.00004315889,0.0002608723,0.00001151241,0.001875589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002368156,"threshold_uncertainty_score":0.007922232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09099636424688985,"score_gpt":0.4495691202588838,"score_spread":0.358572756011994,"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."}}