{"id":"W2242463715","doi":"10.1111/j.1440-1843.2008.01252.x","title":"Measuring severe lung disease in mice - a cautionary tale","year":2008,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung; Airway; Oscillation (cell signaling); Respiratory system; Statistics; Mathematics; Medicine; Cardiology; Internal medicine; Chemistry; Surgery; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009433763,0.002619585,0.002251731,0.002664323,0.002041714,0.002395663,0.003495055,0.003077138,0.01086449],"category_scores_gemma":[0.005519551,0.001345254,0.001757108,0.001178508,0.00231746,0.002176224,0.002218209,0.01182218,0.007081214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007561701,"about_ca_system_score_gemma":0.0008341379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559364,"about_ca_topic_score_gemma":0.007271533,"domain_scores_codex":[0.9942806,0.002116025,0.0007988936,0.0008042016,0.001678755,0.0003216142],"domain_scores_gemma":[0.9923735,0.002893554,0.0004699134,0.002054946,0.001624979,0.0005831072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001219658,0.0007640123,0.004260112,0.003334196,0.0003998062,0.002630633,0.0013175,0.0007636994,0.6161633,0.007464315,0.2980879,0.06359491],"study_design_scores_gemma":[0.000281751,0.001637675,0.01517025,0.00140006,0.0003881578,0.006327599,0.0009313186,0.00257931,0.3007199,0.007824134,0.6623431,0.0003968193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.09997805,0.05307943,0.5912,0.0797051,0.04910057,0.005822423,0.02917329,0.03882131,0.05311991],"genre_scores_gemma":[0.1376199,0.03268161,0.5889729,0.07564058,0.004242633,0.01435499,0.01052335,0.01035433,0.1256097],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01086449,"threshold_uncertainty_score":0.04989111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747227405262715,"score_gpt":0.189151643859674,"score_spread":0.1716793698070468,"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."}}