{"id":"W4410268637","doi":"10.1164/ajrccm.2025.211.abstracts.a1946","title":"Albuterol Nebulization: Unraveling the Risk of Lactic Acidosis in Continuous Therapy","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Pharmacological Effects and Assays","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lactic acidosis; Anesthesia; Acidosis; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006867242,0.00008792911,0.0003347636,0.00002679114,0.00009077286,0.00001131249,0.0001545329,0.00003090282,0.00006749328],"category_scores_gemma":[0.0007759075,0.000025165,0.00005937468,0.0004056813,0.0006361018,0.000049815,0.00002364502,0.0002503058,1.758794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170614,"about_ca_system_score_gemma":0.0000153172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007136957,"about_ca_topic_score_gemma":0.00001729309,"domain_scores_codex":[0.9988067,0.000446486,0.0003432317,0.0001009211,0.000170728,0.0001319515],"domain_scores_gemma":[0.9976901,0.001828888,0.0001633782,0.00003217769,0.0002093553,0.00007608676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002624426,0.00005912458,0.08856435,0.00001712958,0.00002897631,0.00002361482,0.0003274148,0.000005227259,0.03510066,0.0004472305,0.0001218637,0.875042],"study_design_scores_gemma":[0.002786173,0.02015656,0.887736,0.0007291803,0.0003185955,0.00003378595,0.03007404,0.00009126326,0.01031405,0.002052935,0.04540703,0.000300373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840502,0.009634647,0.00006963114,0.005793597,0.0001100298,0.00007694618,0.00000399084,0.000003837709,0.0002571787],"genre_scores_gemma":[0.9953024,0.0006683185,0.00001446342,0.00382742,0.000181549,0.000002596864,3.965358e-7,5.057172e-7,0.000002387938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8747416,"threshold_uncertainty_score":0.2343743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665955320828661,"score_gpt":0.3026745353444696,"score_spread":0.286014982136183,"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."}}