{"id":"W4410276618","doi":"10.1164/ajrccm.2025.211.abstracts.a6935","title":"The Role of Combined Synthetic Surfactant and CO2 on Sleep Apnea in a Brown Norway Rat Model of Asthma","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Asthma; Sleep apnea; Apnea; Pulmonary surfactant; Sleep (system call); Intensive care medicine; Anesthesia; Internal medicine","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":[0.0006597564,0.001084923,0.001016991,0.0009715414,0.0005318943,0.0005362692,0.0007171349,0.001007658,0.001446782],"category_scores_gemma":[0.00022051,0.0004051447,0.001077136,0.0002727089,0.0009500563,0.0008161297,0.0004145998,0.002465914,0.0004556819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006662621,"about_ca_system_score_gemma":0.0009080467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928777,"about_ca_topic_score_gemma":0.004725038,"domain_scores_codex":[0.9993926,0.0001254602,0.00005580953,0.0001128557,0.0001236575,0.0001896626],"domain_scores_gemma":[0.9993773,0.0000507204,0.0001282242,0.00007046277,0.0000700479,0.000303339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00509702,0.002424646,0.0009295326,0.0001769039,0.00003785862,0.0002824208,0.00009170278,0.0002110479,0.9872091,0.0001704133,0.0001933525,0.003175885],"study_design_scores_gemma":[0.0006847621,0.07469694,0.01318245,0.00009507791,0.0002664716,0.0007294109,0.0007093083,0.002649544,0.901428,0.0003431946,0.005144944,0.00006987905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928195,0.002985559,0.001706105,0.0005607677,0.0002486527,0.0001347102,0.0004907599,0.0001470416,0.0009068709],"genre_scores_gemma":[0.9888418,0.002627804,0.002483513,0.0002903372,0.00009092095,0.000353478,0.0005811251,0.00003039583,0.004700672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002928777,"threshold_uncertainty_score":0.005823433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596356107890514,"score_gpt":0.2860967333036586,"score_spread":0.2701331722247535,"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."}}