{"id":"W2171108599","doi":"10.1378/chest.130.5.1566","title":"Cellular vs Fibrosing Interstitial Pneumonias and Prognosis","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Interstitial pneumonia; Idiopathic pulmonary fibrosis; Usual interstitial pneumonia; Idiopathic interstitial pneumonia; Intensive care medicine; Interstitial lung disease; Pneumonia; Pathology; Internal medicine; Lung","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":[0.001296924,0.0003110894,0.0006115792,0.001295409,0.0003912583,0.001098237,0.0004847333,0.001279942,0.003966665],"category_scores_gemma":[0.005087034,0.0001501077,0.0005175153,0.00128509,0.0007715233,0.001332815,0.0005510298,0.001019469,0.000627953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338578,"about_ca_system_score_gemma":0.00027797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007896255,"about_ca_topic_score_gemma":0.001197788,"domain_scores_codex":[0.9994864,0.0001914605,0.00006461827,0.0000520569,0.00007986493,0.000125578],"domain_scores_gemma":[0.9957548,0.001283446,0.001493346,0.0002161568,0.0002771216,0.0009749796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009514249,0.00004040285,0.9928827,0.00002861198,0.00009238466,0.0004924476,0.0001137085,0.00008321326,0.0002142376,0.0002693309,0.0001394891,0.004691893],"study_design_scores_gemma":[0.00003681335,0.0003606334,0.9932869,0.00004140138,0.0001599224,0.003284532,0.0004405487,0.0004730925,0.00008346813,0.001220813,0.000593785,0.00001806503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900266,0.005423452,0.0001304046,0.000586322,0.00008591971,0.000006878124,0.0002735078,0.000008461956,0.003458575],"genre_scores_gemma":[0.9988644,0.0004715939,0.00003427514,0.00004092061,0.0002245743,0.000002270082,0.0001253117,0.000001760458,0.0002349558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003966665,"threshold_uncertainty_score":0.01326978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007775092091974529,"score_gpt":0.2247647332444692,"score_spread":0.2169896411524947,"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."}}