{"id":"W4416193245","doi":"10.1002/resp.70157","title":"Climate Change and Respiratory Care With Inhalers","year":2025,"lang":"en","type":"article","venue":"Respirology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Greenhouse gas; Extreme weather; Storm; Global warming; Mist; Tropical cyclone; Air pollution","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":[0.002181225,0.0001869736,0.0003246085,0.0005341669,0.001286881,0.001940879,0.0007157043,0.002604597,0.03280906],"category_scores_gemma":[0.01746356,0.0001938265,0.001114647,0.001056577,0.0008490179,0.00266456,0.002089004,0.003745618,0.00379993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002556665,"about_ca_system_score_gemma":0.003812438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774668,"about_ca_topic_score_gemma":0.02321335,"domain_scores_codex":[0.9964225,0.001250161,0.0003117098,0.0004598959,0.0009261156,0.0006295583],"domain_scores_gemma":[0.9918528,0.002291107,0.001822005,0.0003961038,0.001634142,0.002003753],"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":[0.000185957,0.0003795205,0.06389052,0.002201801,0.0002427758,0.0005240756,0.001111658,0.0003150254,0.0003883959,0.02283421,0.4831521,0.4247739],"study_design_scores_gemma":[0.000102407,0.0002588331,0.1316707,0.006693312,0.0001197984,0.001367374,0.001505692,0.0002939535,0.0002051328,0.01209562,0.8456148,0.00007226368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01792818,0.2607075,0.0009781448,0.59992,0.009013082,0.00006877315,0.002572109,0.0001287166,0.1086835],"genre_scores_gemma":[0.3286029,0.393152,0.002371316,0.2188656,0.02689876,0.0002370607,0.002803388,0.000164865,0.02690411],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03280906,"threshold_uncertainty_score":0.1097572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506528089400646,"score_gpt":0.2881577525069841,"score_spread":0.2630924716129776,"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."}}