{"id":"W206539352","doi":"10.1177/002013240004500614","title":"Lung Models: Strengths and Limitations","year":2000,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Medical physics; Dosimetry; Asthma; Nuclear medicine; Immunology","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":[0.00005882341,0.0001221862,0.0001575718,0.0001017543,0.0001467689,0.00002318158,0.00003953785,0.0001041741,0.0004349503],"category_scores_gemma":[0.00005390307,0.0001090642,0.00006482162,0.0001351041,0.00006777713,0.0001398926,0.00001243023,0.0001528545,0.00009599058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006198601,"about_ca_system_score_gemma":0.0001290605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002554871,"about_ca_topic_score_gemma":0.000008372763,"domain_scores_codex":[0.9991813,0.00004639455,0.0001911303,0.0002229399,0.0001939994,0.000164236],"domain_scores_gemma":[0.9993436,0.00008402872,0.00002731709,0.0002314315,0.0001480822,0.0001655901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002413961,0.0001932897,0.003892921,0.0004454738,0.0001238046,0.0002112657,0.007163379,0.002035891,0.004589035,0.002093205,0.01280199,0.9662083],"study_design_scores_gemma":[0.003607191,0.0004814539,0.005338405,0.0002204529,0.0002390994,0.00004501899,0.004869483,0.003113246,0.00603229,0.00006534793,0.9754425,0.0005454919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370447,0.00816333,0.00003235973,0.0001586958,0.00006678922,0.0002666905,0.00001503682,0.0001294839,0.154123],"genre_scores_gemma":[0.9946352,0.0002529498,0.0001572706,0.003219506,0.0001738369,0.00001640858,0.00001761605,0.00002350699,0.001503667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9656628,"threshold_uncertainty_score":0.4762401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929461423737261,"score_gpt":0.2890634852167913,"score_spread":0.2597688709794186,"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."}}