{"id":"W2006548362","doi":"10.1118/1.4794504","title":"Distribution of lung tissue hysteresis during free breathing","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Breathing; Distribution (mathematics); Medicine; Lung; Biomedical engineering; Nuclear medicine; Mathematics; Internal medicine; Anesthesia; Mathematical analysis","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":[0.0004448521,0.0001984836,0.0002475537,0.0006046906,0.0001410512,0.0004261678,0.0002116558,0.0003248416,0.000869466],"category_scores_gemma":[0.002258674,0.0001925953,0.0001318291,0.0002544126,0.0003721581,0.0004338916,0.0002271289,0.0001595228,0.0001955505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814096,"about_ca_system_score_gemma":0.0001762166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008660883,"about_ca_topic_score_gemma":0.0007894554,"domain_scores_codex":[0.9998356,0.00003113786,0.00001544803,0.00004700125,0.00004848986,0.00002221925],"domain_scores_gemma":[0.9991374,0.0004341461,0.0001744265,0.00009411957,0.0001001565,0.00005973043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003071475,0.0002271346,0.2629144,0.000661541,0.0003260196,0.001950994,0.001003848,0.02936188,0.4598128,0.0005268672,0.0009388353,0.2392043],"study_design_scores_gemma":[0.00006574549,0.001479737,0.7913552,0.00007024509,0.0001917315,0.009532378,0.0003528908,0.06701419,0.1265794,0.0008235299,0.002448692,0.00008620606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787739,0.0006430139,0.01977806,0.00002350379,0.00000372943,0.00002505791,0.000283069,0.00013689,0.0003328706],"genre_scores_gemma":[0.9964623,0.00009457402,0.002994197,0.00001453872,0.000005173826,0.00001527771,0.000269687,0.00002025297,0.0001239526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000869466,"threshold_uncertainty_score":0.002908587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009652574225244341,"score_gpt":0.255560776969202,"score_spread":0.2459082027439576,"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."}}