{"id":"W4410852987","doi":"10.1007/978-3-031-85967-0_4","title":"Acute Interstitial Pneumonia (AIP)","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; Interstitial pneumonia; Intensive care 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":[0.0002106118,0.000719763,0.0004934321,0.001112634,0.0006494147,0.00176571,0.0005595981,0.0009267088,0.05689081],"category_scores_gemma":[0.0004374359,0.0002012193,0.000335858,0.0009453146,0.0004961709,0.001373979,0.001155498,0.001716122,0.03129248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146624,"about_ca_system_score_gemma":0.0006762981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356291,"about_ca_topic_score_gemma":0.005620433,"domain_scores_codex":[0.9998664,0.0000223356,0.000007259783,0.00001557254,0.00007330715,0.00001516495],"domain_scores_gemma":[0.9998912,0.00005280947,0.000006635473,0.000008174733,0.00002473153,0.00001655034],"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":[0.00001657009,0.00005830345,0.0001076507,0.0003365213,0.000004181885,0.0003414909,0.0001959418,0.0002257238,0.0006990395,0.03982265,0.6815364,0.2766555],"study_design_scores_gemma":[0.000001690245,0.000008235282,0.0001438707,0.0001367324,0.000001652688,0.0004576501,0.00003628283,0.00004128179,0.00006618142,0.00536713,0.9937369,0.000002537128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005142867,0.0868854,0.002899108,0.002654352,0.007273002,0.00006132204,0.0002200425,0.0001851965,0.8993074],"genre_scores_gemma":[0.00225697,0.04000393,0.001935673,0.002428862,0.002175382,0.00004735998,0.0002234933,0.00006734965,0.9508611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05689081,"threshold_uncertainty_score":0.1903188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008743587270096395,"score_gpt":0.2536421118081282,"score_spread":0.2448985245380318,"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."}}