{"id":"W4414873575","doi":"10.58931/crt.2025.1213","title":"The Air We Share: Guiding Inhaler Selection Today for a Sustainable Tomorrow","year":2025,"lang":"en","type":"article","venue":"Canadian Respirology Today","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Greenhouse gas; Carbon footprint; Inhaler; Health care; Per capita; Climate change","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":[0.01054956,0.0008238853,0.0007898908,0.001002126,0.003366125,0.009284447,0.002786574,0.004273225,0.04619753],"category_scores_gemma":[0.01936897,0.0003993134,0.001031585,0.0007267933,0.001114222,0.007293682,0.005008055,0.003606339,0.02995229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203824,"about_ca_system_score_gemma":0.009111915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004785524,"about_ca_topic_score_gemma":0.01197436,"domain_scores_codex":[0.9922281,0.002781874,0.0005290012,0.0006688705,0.002613791,0.001178416],"domain_scores_gemma":[0.9920819,0.001479968,0.0006370239,0.0003842513,0.002391547,0.003025326],"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":[0.0002230624,0.0006449029,0.01597091,0.0004786272,0.00004069441,0.0003364839,0.0009532329,0.0005957498,0.00169624,0.006753322,0.5260226,0.4462841],"study_design_scores_gemma":[0.00007922589,0.0002378989,0.005167559,0.0008055453,0.00004295467,0.0003362988,0.002952247,0.001232291,0.001216859,0.007532409,0.9803417,0.00005497372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03097378,0.0379476,0.06574095,0.5653128,0.01249137,0.002367312,0.002507423,0.004647309,0.2780115],"genre_scores_gemma":[0.3458553,0.04683239,0.2270969,0.1453622,0.01210614,0.0037089,0.005533969,0.002991788,0.2105125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04619753,"threshold_uncertainty_score":0.1545461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166527073160886,"score_gpt":0.2708777107887336,"score_spread":0.254225003472645,"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."}}