{"id":"W2027953473","doi":"10.1159/000193745","title":"Early Diagnosis of Interstitial Fibrosis","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Infiltration (HVAC); Pulmonary function testing; Fibrosis; Lung; Pulmonary fibrosis; Interstitial lung disease; Pathology; Biopsy; Lung biopsy; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006216713,0.001162675,0.0008032041,0.001456617,0.001294157,0.0007038675,0.0006441483,0.002089554,0.00268018],"category_scores_gemma":[0.004760924,0.0004973633,0.0003869605,0.000539155,0.001045322,0.0008303801,0.0009782815,0.00222935,0.0007532107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763013,"about_ca_system_score_gemma":0.0004864613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180854,"about_ca_topic_score_gemma":0.001129764,"domain_scores_codex":[0.9993997,0.0001223689,0.0000374025,0.00008122209,0.000097176,0.0002620836],"domain_scores_gemma":[0.9982688,0.00058671,0.0002904414,0.00009975083,0.0001630031,0.000591151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0004867301,0.0002637958,0.1155811,0.000147406,0.00001904207,0.860661,0.0005913458,0.0001556106,0.003298563,0.000821363,0.001959221,0.01601482],"study_design_scores_gemma":[0.00004055161,0.0002902119,0.02861624,0.00005809427,0.00001363831,0.9676384,0.0001691634,0.0002194136,0.0007120499,0.0003971026,0.001819251,0.00002601687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514778,0.01129101,0.008302554,0.002603003,0.0006141022,0.0003267241,0.0002591317,0.0002542166,0.02487147],"genre_scores_gemma":[0.9942189,0.001119634,0.001881382,0.0008333026,0.0005741577,0.0000434173,0.00009585913,0.000016068,0.001217245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268018,"threshold_uncertainty_score":0.008966088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383734144399869,"score_gpt":0.2733042460554935,"score_spread":0.2594669046114949,"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."}}