{"id":"W4415038576","doi":"10.1093/bjro/tzaf027","title":"EcoRad: sustainable radiology and the ecology of economics","year":2024,"lang":"en","type":"review","venue":"BJR|Open","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Transformative learning; Meaning (existential); Champion; Procurement; Triple bottom line; Ecological economics; Perspective (graphical)","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":[0.002266707,0.001189062,0.001427102,0.004540959,0.0009386395,0.003821297,0.001194415,0.003316135,0.006997756],"category_scores_gemma":[0.004837383,0.0003247986,0.0008525134,0.006483866,0.003565732,0.004965425,0.002445152,0.005016692,0.002493099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00309751,"about_ca_system_score_gemma":0.005804942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320978,"about_ca_topic_score_gemma":0.00402903,"domain_scores_codex":[0.9983022,0.0005770447,0.000140878,0.0001563767,0.0007021197,0.0001213013],"domain_scores_gemma":[0.9965437,0.002323797,0.0003512939,0.0001158694,0.0005139741,0.0001513643],"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":[0.00003062012,0.00005356428,0.000337759,0.01978571,0.0001249099,0.0002297565,0.00050625,0.0007734286,0.000410433,0.2513753,0.1336618,0.5927105],"study_design_scores_gemma":[0.000003081075,0.00001255237,0.0003459208,0.007172251,0.00001989076,0.0002536839,0.0001529307,0.00006885504,0.00006933601,0.01855269,0.9733363,0.00001248561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001142347,0.982647,0.0009775755,0.005166031,0.002011625,0.00001091069,0.00002181502,0.00002945324,0.009021282],"genre_scores_gemma":[0.003074246,0.9872258,0.0009478513,0.00379972,0.002135345,0.00002733688,0.00004400358,0.00001733229,0.002728401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006997756,"threshold_uncertainty_score":0.02340984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0931599334373043,"score_gpt":0.4306356783474112,"score_spread":0.3374757449101069,"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."}}