{"id":"W4403651932","doi":"10.33590/emjrespir/wsyj4597","title":"Prioritising Patients and Planet: Advocating for Change in Respiratory Care","year":2024,"lang":"en","type":"article","venue":"EMJ Respiratory","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AstraZeneca","keywords":"Planet; Astrobiology; Intensive care medicine; Medicine; Astronomy; Biology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05692589,0.001430464,0.002763503,0.00258668,0.01863229,0.02804403,0.005678754,0.04268639,0.02069913],"category_scores_gemma":[0.08813237,0.00142855,0.002932281,0.002283435,0.02908557,0.04632719,0.03667593,0.0683173,0.008240324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340768,"about_ca_system_score_gemma":0.04900326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618753,"about_ca_topic_score_gemma":0.01125273,"domain_scores_codex":[0.9317044,0.0441254,0.002086926,0.003963485,0.009655981,0.008463756],"domain_scores_gemma":[0.8973955,0.04160102,0.004178859,0.00269141,0.009765737,0.04436753],"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":[0.000108867,0.0004167622,0.002620321,0.0009355228,0.0001862181,0.0008246867,0.02236381,0.0003090793,0.0007017817,0.04408269,0.7954494,0.1320009],"study_design_scores_gemma":[0.0001661859,0.0003436048,0.001607852,0.002484028,0.00008803512,0.0005447317,0.03441276,0.0004800002,0.0003311959,0.1096454,0.8497424,0.0001538417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005960929,0.003431379,0.0007663352,0.9862747,0.005712776,0.00002031511,0.00001286182,0.00004866147,0.003136913],"genre_scores_gemma":[0.03634146,0.01225933,0.004477113,0.9295792,0.01224512,0.0001589022,0.00006087381,0.0001557575,0.004722303],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05692589,"threshold_uncertainty_score":0.3010565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08089170978785484,"score_gpt":0.3545156873370739,"score_spread":0.2736239775492191,"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."}}