{"id":"W3154680269","doi":"10.1016/j.chest.2021.03.066","title":"Diagnosis and Evaluation of Hypersensitivity Pneumonitis","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"American College of Physicians","keywords":"Medicine; Hypersensitivity pneumonitis; Intensive care medicine; Dermatology; Lung; 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":[0.001338896,0.0009042878,0.001013256,0.002988027,0.000715664,0.0008498816,0.0008001431,0.001776582,0.001939922],"category_scores_gemma":[0.00380525,0.0005108794,0.0006723654,0.000621037,0.00101096,0.001428968,0.0005458093,0.001479534,0.0006759382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004861263,"about_ca_system_score_gemma":0.0007996872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018781,"about_ca_topic_score_gemma":0.001936744,"domain_scores_codex":[0.998912,0.0002600258,0.0001819345,0.0001068486,0.0002931824,0.0002460567],"domain_scores_gemma":[0.9989507,0.0004091389,0.0001033934,0.00004414204,0.0002743945,0.0002182275],"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":[0.001117939,0.0005721621,0.6258718,0.0006908932,0.00009255378,0.2689904,0.0007007165,0.0005220313,0.02376759,0.001150178,0.004348927,0.07217476],"study_design_scores_gemma":[0.0001043469,0.001484461,0.3138788,0.0005606585,0.0001714764,0.651952,0.001355356,0.003330457,0.01377693,0.00125434,0.01207251,0.00005855931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8794283,0.05058386,0.01118512,0.006647978,0.0006484945,0.0007043317,0.0005605111,0.00022227,0.05001917],"genre_scores_gemma":[0.9875904,0.005527141,0.003442842,0.001228016,0.0004016092,0.0000676728,0.0002484583,0.00001384303,0.001479967],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002988027,"threshold_uncertainty_score":0.007080853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332096816426703,"score_gpt":0.3123618872732968,"score_spread":0.2690409191090298,"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."}}