{"id":"W4405276723","doi":"10.1111/1754-9485.13813","title":"Imperative for a health‐centred focus on climate change in radiology","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Imaging and Radiation Oncology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network; Queen's University; Western University","funders":"","keywords":"Medicine; Climate change; Population health; Health equity; Population; Public health; Environmental health; Pathology","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":[0.01493952,0.000812381,0.001758136,0.001140158,0.00248009,0.007787533,0.002513825,0.01220035,0.01178138],"category_scores_gemma":[0.02143572,0.0005523142,0.001957659,0.001200577,0.008216821,0.01131126,0.008546367,0.01868063,0.00358286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003464016,"about_ca_system_score_gemma":0.02321436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006581318,"about_ca_topic_score_gemma":0.01009892,"domain_scores_codex":[0.9926968,0.003330954,0.0003771646,0.0006144379,0.002121342,0.0008593314],"domain_scores_gemma":[0.9571517,0.0211225,0.003014092,0.002422291,0.009150955,0.007138433],"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":[0.0001618073,0.000522362,0.004041316,0.01334723,0.0005096825,0.0009009129,0.005807846,0.003102706,0.005921878,0.09785558,0.4829199,0.3849089],"study_design_scores_gemma":[0.00002254316,0.0001094484,0.003225841,0.00322905,0.00007654839,0.0005269155,0.002459495,0.000163125,0.0005941046,0.04038485,0.9491163,0.00009169352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001941173,0.1339016,0.009245004,0.8237992,0.01186916,0.00008440252,0.0001543768,0.0003958172,0.01860919],"genre_scores_gemma":[0.09966904,0.3557163,0.03385385,0.4599671,0.03555934,0.0003674509,0.0003248283,0.0003643842,0.01417774],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01493952,"threshold_uncertainty_score":0.07900864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964415238916992,"score_gpt":0.4177679433902621,"score_spread":0.3681237910010922,"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."}}