{"id":"W4407959982","doi":"10.1148/radiol.250325","title":"Sustainability in Radiology: Position Paper and Call to Action from ACR, AOSR, ASR, CAR, CIR, ESR, ESRNM, ISR, IS3R, RANZCR, and RSNA","year":2025,"lang":"en","type":"review","venue":"Radiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Health care; Sustainability; Call to action; Government (linguistics); Environmental resource management; Business; Economic growth; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03100191,0.002271771,0.002330735,0.001818733,0.004824375,0.01664746,0.005190964,0.03750211,0.02127223],"category_scores_gemma":[0.03454946,0.0009274243,0.002929037,0.001677093,0.006344215,0.01567785,0.01340546,0.03582968,0.01610989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008216579,"about_ca_system_score_gemma":0.0411654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004792785,"about_ca_topic_score_gemma":0.01155955,"domain_scores_codex":[0.9834437,0.004081833,0.001365092,0.001700234,0.006958327,0.00245075],"domain_scores_gemma":[0.9292669,0.01531166,0.001858902,0.001449433,0.01621565,0.03589737],"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":[0.00001146603,0.00004757484,0.00008705928,0.0002100855,0.000006131274,0.00008313611,0.0001017009,0.00007492379,0.0000603774,0.002148262,0.9721323,0.02503698],"study_design_scores_gemma":[0.00001652676,0.00003359922,0.0001832028,0.0009330715,0.000007299688,0.0001297836,0.0003847823,0.00006220317,0.00007058478,0.005142814,0.9930111,0.00002495452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0001204242,0.01472596,0.0003630438,0.8652515,0.1141596,0.00005729148,0.00006881373,0.00008059985,0.005172736],"genre_scores_gemma":[0.005281701,0.08751837,0.005686341,0.6302409,0.2116733,0.0003347853,0.0004708328,0.0003454475,0.05844833],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03750211,"threshold_uncertainty_score":0.1639557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354625499287215,"score_gpt":0.3723578940867882,"score_spread":0.328811639093916,"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."}}