{"id":"W2096283512","doi":"10.1002/nbm.1362","title":"A robust protocol for regional evaluation of methacholine challenge in mouse models of allergic asthma using hyperpolarized <sup>3</sup>He MRI","year":2009,"lang":"en","type":"article","venue":"NMR in Biomedicine","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; National Heart, Lung, and Blood Institute; National Center for Research Resources; Merck","keywords":"Ovalbumin; Methacholine; Medicine; Asthma; Ventilation (architecture); Magnetic resonance imaging; Reproducibility; Pathology; Immunology; Internal medicine; Physiology; Lung; Radiology; Chemistry; Respiratory disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734885,0.0001789778,0.0005153322,0.0003842086,0.00002857507,0.000004912418,0.0002217799,0.00008638908,0.0000875356],"category_scores_gemma":[0.00001937711,0.0001534851,0.0001009958,0.0004628994,0.0001167976,0.0001606966,0.00003703531,0.0002100777,6.970908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442717,"about_ca_system_score_gemma":0.0004114105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102696,"about_ca_topic_score_gemma":0.000006412059,"domain_scores_codex":[0.9978999,0.0001650147,0.0006584635,0.000302727,0.0006616386,0.000312281],"domain_scores_gemma":[0.9990007,0.0001013624,0.0002194134,0.0002780472,0.0003290114,0.00007149684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004240616,0.007398436,0.003476158,0.0005899236,0.0004287064,0.000004673471,0.01080162,0.5972588,0.1199294,0.0331367,0.001031198,0.2217038],"study_design_scores_gemma":[0.01014426,0.000143674,0.0001044953,0.0001825559,0.00001714408,4.881999e-7,0.0005997139,0.962727,0.001584795,0.02421028,0.0001625119,0.0001230785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7776703,0.0001170533,0.1292423,0.001517205,0.00002230067,0.08899347,0.0001148912,0.00002053098,0.002301955],"genre_scores_gemma":[0.9863988,0.000003318361,0.00362688,0.00002557422,0.0001742529,0.009614471,0.00007679692,0.00001967165,0.0000602827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3654682,"threshold_uncertainty_score":0.625894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816887608848066,"score_gpt":0.4024896220067112,"score_spread":0.2208008611219047,"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."}}