{"id":"W4403214596","doi":"10.1177/20543581241287286","title":"Climate Change and Environmentally Sustainable Kidney Care in Canada: A Knowledge, Attitudes, and Practices Survey of Kidney Care Providers","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba; Dalhousie University; McMaster University; Centre Hospitalier de l’Université de Montréal; University of Calgary; Royal Jubilee Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Climate change; Environmental health","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":[0.001342928,0.0001787031,0.0003111455,0.001334389,0.003361556,0.001162939,0.0008986108,0.0005249092,0.002262771],"category_scores_gemma":[0.003756388,0.0003835089,0.0004506024,0.003957751,0.0007844125,0.0005845307,0.001048041,0.0008714429,0.0002321039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02265565,"about_ca_system_score_gemma":0.03625435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852224,"about_ca_topic_score_gemma":0.9902661,"domain_scores_codex":[0.9983305,0.0001268727,0.0001286351,0.0001344936,0.0007832391,0.0004962612],"domain_scores_gemma":[0.9950261,0.0003505395,0.00105085,0.00006541958,0.00195047,0.001556623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002487387,0.00009673359,0.9834657,0.0001208696,0.00002503413,0.00009153636,0.007239193,0.00004579182,0.0002206412,0.00005089982,0.001883721,0.006735033],"study_design_scores_gemma":[0.000006914927,0.00003996433,0.987468,0.00008613143,0.00001339778,0.00005865956,0.01050758,0.0001617036,0.00005406081,0.00001459399,0.001576451,0.00001241758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931641,0.0004441793,0.00009805266,0.001481425,0.000009376718,0.0001124322,0.002408821,0.000007532616,0.002273974],"genre_scores_gemma":[0.9968264,0.0007698447,0.0003132278,0.0006624447,0.000007391428,0.00006256747,0.0007380948,0.000004546823,0.0006155889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265565,"threshold_uncertainty_score":0.164379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748504285763903,"score_gpt":0.3124332853656418,"score_spread":0.2749482425080028,"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."}}