{"id":"W4407858891","doi":"10.1111/1754-9485.13842","title":"Sustainability in Radiology: Position Paper and Call to Action From <scp>ACR</scp>, <scp>AOSR</scp>, <scp>ASR</scp>, <scp>CAR</scp>, <scp>CIR</scp>, <scp>ESR</scp>, <scp>ESRNM</scp>, <scp>ISR</scp>, <scp>IS3R</scp>, <scp>RANZCR</scp>, and <scp>RSNA</scp>","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Imaging and Radiation Oncology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Health care; Government (linguistics); Business; Sustainability; Medicine; Marketing; Economic growth; Economics","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":[0.02535169,0.001475958,0.001185967,0.001507217,0.003970235,0.01448917,0.003754793,0.02525965,0.01946225],"category_scores_gemma":[0.03403778,0.0007317045,0.001909263,0.001696248,0.007290089,0.01181878,0.0124857,0.02485348,0.01314317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007822215,"about_ca_system_score_gemma":0.04223028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005338559,"about_ca_topic_score_gemma":0.0127063,"domain_scores_codex":[0.9850224,0.003949104,0.001140848,0.001460385,0.006161067,0.002266201],"domain_scores_gemma":[0.935293,0.01470174,0.00207729,0.001520122,0.0145428,0.03186509],"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":[0.000006790284,0.00002727946,0.00009691701,0.0001526733,0.000004935323,0.00006213339,0.0001335237,0.00007865101,0.00006335536,0.003967696,0.9693728,0.02603327],"study_design_scores_gemma":[0.000007934067,0.00001661886,0.0001817189,0.000591656,0.000003795287,0.0001054369,0.0003351587,0.00004125971,0.00007050285,0.006952807,0.9916788,0.00001430977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001291693,0.01284452,0.0003919815,0.911947,0.06714538,0.00002881552,0.00008026792,0.00006286384,0.007370047],"genre_scores_gemma":[0.01085041,0.0878801,0.005944368,0.6022708,0.2068662,0.0002623195,0.0006441931,0.0005363446,0.08474527],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02535169,"threshold_uncertainty_score":0.1340742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161368121823026,"score_gpt":0.3268404018553917,"score_spread":0.3107035896730891,"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."}}