{"id":"W2051772841","doi":"10.1165/rcmb.2005-0062tr","title":"Pulmonary Fibrosis","year":2005,"lang":"en","type":"review","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":302,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pulmonary fibrosis; Bleomycin; Fibrosis; Animal model; Lung; Perspective (graphical); Medicine; Computational biology; Bioinformatics; Biology; Pathology; Computer science; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002302185,0.0003865909,0.002105401,0.0003652344,0.00004709871,0.00001376892,0.0001931428,0.0002260432,0.00004230196],"category_scores_gemma":[0.00003107238,0.0002755963,0.00100044,0.0002207619,0.0004781661,0.00003603931,0.00008476176,0.000561142,0.00001349406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007899172,"about_ca_system_score_gemma":0.0005538106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005999966,"about_ca_topic_score_gemma":8.316169e-8,"domain_scores_codex":[0.9980702,0.0003307533,0.0008286445,0.0003150794,0.0001511556,0.0003041721],"domain_scores_gemma":[0.9981254,0.00006898053,0.001009472,0.0002701628,0.000138109,0.0003878205],"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":[0.000329934,0.0001115616,0.00001361108,0.001873496,0.0002043742,0.0009628105,0.000007163341,1.017185e-7,0.0009385174,0.00004241692,0.0001773656,0.9953386],"study_design_scores_gemma":[0.0002080827,0.008555372,0.000003189327,0.003229625,0.00175263,0.002396406,0.00002780993,6.012195e-7,0.00002865533,0.00001199138,0.9835373,0.0002484082],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003953119,0.9976361,0.0001548534,0.00005002329,0.0001620562,0.0002012987,0.00004136201,0.000009590688,0.001349337],"genre_scores_gemma":[0.001647075,0.9959624,0.0006446906,0.0009313233,0.000658522,0.000007993925,0.00002163134,0.00005451998,0.00007184917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9950902,"threshold_uncertainty_score":0.9999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506354742485877,"score_gpt":0.3187275071168325,"score_spread":0.3036639596919737,"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."}}