{"id":"W2300506720","doi":"10.1155/2014/803708","title":"Desquamative Interstitial Pneumonitis in a Healthy Non-Smoker: A Rare Diagnosis","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre; Queen's University","funders":"","keywords":"Medicine; Hypersensitivity pneumonitis; Interstitial lung disease; Eosinophilic; Pneumonitis; Productive Cough; Dermatology; Pathology; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004708198,0.0002335117,0.0004236965,0.0007578193,0.0002758202,0.00008722118,0.0001903791,0.0001654471,0.0006035466],"category_scores_gemma":[0.0002473189,0.0002267917,0.0002262848,0.0002844457,0.0001166134,0.0002058974,0.00002459591,0.0007662784,0.0001024674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126172,"about_ca_system_score_gemma":0.00193755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008109804,"about_ca_topic_score_gemma":0.0263731,"domain_scores_codex":[0.9980035,0.0002082946,0.0005251624,0.000290255,0.0002816784,0.0006910776],"domain_scores_gemma":[0.9975085,0.00007286349,0.0001372439,0.0002411108,0.0001910429,0.001849208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007828599,0.0006212564,0.8029728,0.0007830588,0.0002979051,0.02034993,0.002892961,0.00008024671,0.001011007,0.002007966,0.07091749,0.0902368],"study_design_scores_gemma":[0.009508862,0.02672959,0.44757,0.005597276,0.0002703379,0.003351546,0.001695313,0.001331559,0.0002415831,0.0007714494,0.5016555,0.001277085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860089,0.001351502,0.0002459755,0.003465862,0.0008943339,0.0004236086,0.00009399635,0.00002421103,0.007491549],"genre_scores_gemma":[0.9860702,0.00009141725,0.00007730865,0.01257294,0.001032089,0.00005653403,0.00001024637,0.00004044847,0.00004884947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4307379,"threshold_uncertainty_score":0.9984953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665981868578107,"score_gpt":0.269392412075482,"score_spread":0.2527325933897009,"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."}}