{"id":"W4414300162","doi":"10.1016/s2352-3026(25)00204-2","title":"Sustainable anticoagulation for climate resilient care","year":2025,"lang":"en","type":"review","venue":"The Lancet Haematology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Multidisciplinary approach; Sustainability; Stakeholder engagement; Procurement; Portfolio; Stewardship (theology); Health care; Scarcity; General partnership; Consumables","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":[0.002365947,0.001039609,0.002372355,0.002216618,0.0004044985,0.00208047,0.001167545,0.002839833,0.01546948],"category_scores_gemma":[0.004985909,0.0002984722,0.001045159,0.002311356,0.0008443358,0.001934948,0.001610525,0.004079256,0.003141136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809555,"about_ca_system_score_gemma":0.004043115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342062,"about_ca_topic_score_gemma":0.007948459,"domain_scores_codex":[0.9992424,0.0002028935,0.000128403,0.00008126866,0.000266222,0.00007882043],"domain_scores_gemma":[0.9978133,0.001399364,0.0003386408,0.00004469221,0.0002693612,0.0001345623],"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":[0.00008303751,0.00003436668,0.000112558,0.02637245,0.000235304,0.0001125752,0.00004070525,0.0003277494,0.000214716,0.00884653,0.1147404,0.8488795],"study_design_scores_gemma":[0.0001111939,0.00006362834,0.0005860229,0.02914572,0.0003843521,0.0003321019,0.00008385584,0.0001347327,0.000085826,0.009087149,0.9599646,0.00002089847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000254564,0.9955955,0.00007638373,0.002232352,0.0009682098,0.000004204753,0.00002645083,0.00001051185,0.001060924],"genre_scores_gemma":[0.0005874936,0.9958651,0.0001431156,0.001785395,0.001043839,0.00001009311,0.0000357379,0.000003204498,0.0005259879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01546948,"threshold_uncertainty_score":0.0517506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008781252268764,"score_gpt":0.4117750073461168,"score_spread":0.3108968821192404,"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."}}