{"id":"W2168331367","doi":"10.1109/iembs.1995.579813","title":"A branching lung model with distributed parameters","year":2002,"lang":"en","type":"article","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Lung; Computer science; Airway; Statistical model; Distributed element model; Data modeling; Electrical impedance; Branching (polymer chemistry); Constant (computer programming); Statistical analysis; Biological system; Statistical physics; Statistics; Mathematics; Physics; Biology; Materials science; Artificial intelligence; Internal medicine; Medicine; Surgery","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":[0.0004075315,0.0004284439,0.0006120825,0.000425363,0.0003611319,0.0008943974,0.001309567,0.001642042,0.003637742],"category_scores_gemma":[0.001256617,0.0003497396,0.0005496858,0.0006800655,0.0005561885,0.0008853695,0.0006929893,0.0009064172,0.0006905997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671308,"about_ca_system_score_gemma":0.001064042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007820853,"about_ca_topic_score_gemma":0.003331127,"domain_scores_codex":[0.9997438,0.00006198055,0.00001238567,0.00006519206,0.00007841444,0.00003828443],"domain_scores_gemma":[0.9996057,0.000180749,0.00004893284,0.00002706429,0.0000753423,0.00006219395],"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":[0.00005579892,0.0000229068,0.0005271806,0.00002075774,0.000009278745,0.0001886494,0.0000487904,0.9688872,0.004652592,0.02073219,0.0002624211,0.00459218],"study_design_scores_gemma":[0.00001904805,0.00002176262,0.0001202319,0.000003664773,0.000006946855,0.0000663087,0.000006247643,0.9941565,0.0003856792,0.004470903,0.00073383,0.000008893658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1683718,0.0006970295,0.8110743,0.0008140511,0.00008146991,0.0001115428,0.0005991944,0.0006579799,0.0175927],"genre_scores_gemma":[0.9291165,0.0006502235,0.05206751,0.0001013032,0.00004219277,0.0001711258,0.000315858,0.00008416342,0.01745112],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007820853,"threshold_uncertainty_score":0.01555067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503798639711208,"score_gpt":0.2384056027183857,"score_spread":0.2133676163212736,"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."}}