{"id":"W4416111673","doi":"10.1245/s10434-025-18711-w","title":"Surgical Oncologists for Sustainability: A Statement from the SSO Surgical Oncologists for Sustainability Committee","year":2025,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Sustainability; Surgical oncology; Climate change; Multidisciplinary approach; Population; Health care; Cancer","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":[0.02953996,0.001050064,0.001378974,0.001522694,0.005584854,0.006496146,0.002723137,0.03815822,0.007323475],"category_scores_gemma":[0.04186803,0.001420143,0.002618818,0.002004471,0.003608006,0.003061319,0.006106316,0.02976333,0.004119997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005788871,"about_ca_system_score_gemma":0.0738856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953723,"about_ca_topic_score_gemma":0.06216507,"domain_scores_codex":[0.9818339,0.003407479,0.002524743,0.0008815124,0.007435825,0.003916546],"domain_scores_gemma":[0.9210642,0.01610821,0.004835933,0.002080419,0.02687442,0.02903688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000473893,0.00005754028,0.001602063,0.0001189354,0.00002787114,0.0001735349,0.0001517386,0.0001085666,0.0003420549,0.002540859,0.9846749,0.01015458],"study_design_scores_gemma":[0.00003616411,0.00002601618,0.002320699,0.0003909422,0.00002246783,0.0001195241,0.0002816234,0.00007155108,0.000191483,0.001170731,0.9953344,0.00003429302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001130151,0.003636218,0.0004003563,0.9512585,0.03325528,0.0001313216,0.0002990224,0.00004545231,0.009843633],"genre_scores_gemma":[0.01223202,0.007076996,0.002790636,0.896768,0.03555135,0.0003826466,0.0007722991,0.0001354243,0.04429074],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03815822,"threshold_uncertainty_score":0.1562241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216623880147593,"score_gpt":0.4562580813202241,"score_spread":0.3345956933054648,"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."}}