{"id":"W2131175249","doi":"10.1517/17460440903186100","title":"Update on models of pulmonary fibrosis therapy for preclinical drug research","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Drug Discovery","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Bleomycin; Pulmonary fibrosis; Disease; Drug; Intensive care medicine; Drug development; Preclinical testing; Fibrosis; Drug discovery; Lung; Bioinformatics; Pathology; Pharmacology; Internal medicine; Medical physics; Chemotherapy","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":[0.008989315,0.002029105,0.00270788,0.004275169,0.0006537897,0.002732253,0.003207814,0.005475885,0.006928008],"category_scores_gemma":[0.005385426,0.00104979,0.001775602,0.002795683,0.001405859,0.004780941,0.001348365,0.007559445,0.007245203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182142,"about_ca_system_score_gemma":0.003633023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711094,"about_ca_topic_score_gemma":0.003283137,"domain_scores_codex":[0.9972856,0.0007548037,0.0004142576,0.0001659639,0.001228542,0.000150794],"domain_scores_gemma":[0.9919451,0.003081171,0.0006433883,0.000384785,0.003491017,0.0004544394],"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":[0.0002718603,0.0002751017,0.000377678,0.0106345,0.0001430665,0.0009315755,0.0001429903,0.0008867886,0.01308642,0.0168197,0.2623308,0.6940997],"study_design_scores_gemma":[0.0000316131,0.0001311267,0.0002113338,0.0009452889,0.00007316133,0.0009232984,0.00002121452,0.0002214014,0.00130428,0.00178433,0.9943321,0.00002091809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006530181,0.9473171,0.01141714,0.02067571,0.008752927,0.0001482372,0.0003422825,0.0002756974,0.01041793],"genre_scores_gemma":[0.003061074,0.9661147,0.01384027,0.006880183,0.004512187,0.0002455502,0.0006598981,0.00005724738,0.00462876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008989315,"threshold_uncertainty_score":0.04754061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07985624898287767,"score_gpt":0.4018344046980598,"score_spread":0.3219781557151821,"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."}}