{"id":"W4410853672","doi":"10.1007/978-3-031-85967-0_5","title":"Organizing Pneumonia (OP)","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":"Pneumonia; Medicine; 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":[0.0001616215,0.0006081727,0.0004079764,0.0007904341,0.0005307629,0.001273506,0.0004874408,0.0007252047,0.04024351],"category_scores_gemma":[0.0003405614,0.0001521495,0.0002674581,0.000562211,0.0005430572,0.001030316,0.001053206,0.001303508,0.02139791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676565,"about_ca_system_score_gemma":0.0005762159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082642,"about_ca_topic_score_gemma":0.004179737,"domain_scores_codex":[0.9999071,0.00001617145,0.000005234747,0.00001266761,0.0000417911,0.00001688979],"domain_scores_gemma":[0.9999413,0.00002468147,0.000005254478,0.000006585365,0.00001091804,0.00001117527],"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":[0.00002290053,0.00007424379,0.0002349267,0.000466363,0.000006800014,0.001214023,0.0003528166,0.0002361622,0.001039587,0.06261037,0.4887008,0.445041],"study_design_scores_gemma":[0.00000289254,0.00001458425,0.0002895966,0.0001718767,0.000002678867,0.001989926,0.0000652671,0.00003627178,0.00009068131,0.006252415,0.9910808,0.00000302137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0010116,0.0783274,0.003061046,0.001763378,0.003830947,0.00009057327,0.0001862089,0.0001979338,0.9115309],"genre_scores_gemma":[0.0077334,0.0518304,0.002747853,0.003168137,0.002141139,0.00007752822,0.0002867952,0.00006517519,0.9319496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04024351,"threshold_uncertainty_score":0.1346279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009945683699052747,"score_gpt":0.2377564981672358,"score_spread":0.2278108144681831,"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."}}