{"id":"W4410852871","doi":"10.1007/978-3-031-85967-0_12","title":"Hypersensitivity Pneumonitis (HP)","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Hypersensitivity pneumonitis; Medicine; 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":[0.0002041586,0.0006602502,0.0004597538,0.001034354,0.0005698468,0.001671247,0.0005375186,0.0009793745,0.06376019],"category_scores_gemma":[0.0003597866,0.0001972458,0.0003585727,0.0008494872,0.000486181,0.001388252,0.001003612,0.001557027,0.02874935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004971367,"about_ca_system_score_gemma":0.0005949983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286066,"about_ca_topic_score_gemma":0.005483372,"domain_scores_codex":[0.9998561,0.00002383358,0.000006821907,0.00001638707,0.00008121,0.00001564],"domain_scores_gemma":[0.9998991,0.0000490118,0.000006742444,0.000008044837,0.00002399348,0.00001308626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001906653,0.00009143264,0.0001131253,0.000537587,0.00000508686,0.0004089029,0.0002324224,0.0002783677,0.001132222,0.04836791,0.640721,0.3080928],"study_design_scores_gemma":[0.000001516388,0.000009373644,0.0001407688,0.0001521178,0.00000158899,0.0004624107,0.000036889,0.00003760516,0.0001089467,0.004813156,0.9942332,0.000002470539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006364165,0.08914577,0.003134235,0.002480971,0.005947249,0.00007036554,0.0002392699,0.0001657028,0.89818],"genre_scores_gemma":[0.0022401,0.03128163,0.001541359,0.001868254,0.001154066,0.00003853307,0.000164054,0.00005073638,0.9616614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06376019,"threshold_uncertainty_score":0.2132991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081175296388063,"score_gpt":0.2393338464524757,"score_spread":0.2285220934885951,"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."}}