{"id":"W1971165919","doi":"10.1016/j.ddmod.2004.11.007","title":"Evaluation of experimental models of idiopathic pulmonary fibrosis","year":2004,"lang":"en","type":"article","venue":"Drug Discovery Today Disease Models","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Pathogenesis; Bleomycin; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Pulmonary function testing; Extracellular matrix; Medicine; Fibrosis; Lung; Pathology; Disease; Pulmonary disease; Biology; Internal medicine; Cell biology","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":[0.002459876,0.00126307,0.0009919278,0.001712668,0.0008878586,0.0009210084,0.001144393,0.001305859,0.003296332],"category_scores_gemma":[0.001257117,0.0002874103,0.001036548,0.0006199013,0.001168966,0.001068907,0.0005345247,0.002467193,0.0006205025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066822,"about_ca_system_score_gemma":0.001055644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275344,"about_ca_topic_score_gemma":0.002251015,"domain_scores_codex":[0.997715,0.0009510629,0.0002009034,0.000233656,0.0005695875,0.000329841],"domain_scores_gemma":[0.9978474,0.0007081525,0.0003688127,0.0002908595,0.0004181245,0.0003666613],"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":[0.004868982,0.007493278,0.001223009,0.0007083972,0.000114425,0.0003901884,0.0001444179,0.001312447,0.9680941,0.002172735,0.001124622,0.01235331],"study_design_scores_gemma":[0.0007442671,0.03468164,0.002572669,0.0001508519,0.000328962,0.0007403117,0.0002034395,0.001850483,0.9488367,0.0006482343,0.009203445,0.00003900588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527044,0.01299648,0.01949635,0.002046464,0.0009340189,0.001626677,0.002837364,0.0003262404,0.00703209],"genre_scores_gemma":[0.9515377,0.01298892,0.017659,0.0006100693,0.0002959101,0.002405171,0.004774465,0.00009728735,0.009631424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003296332,"threshold_uncertainty_score":0.01300919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918618616040364,"score_gpt":0.2807770941873229,"score_spread":0.2515909080269192,"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."}}