{"id":"W4240642941","doi":"10.1016/b978-1-4160-6110-6.10095-2","title":"Case 95","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":[0.0002487231,0.001115306,0.0006500029,0.003241675,0.001636003,0.001781342,0.001825079,0.005345241,0.07976056],"category_scores_gemma":[0.001392068,0.0003618132,0.001078052,0.001416443,0.0008541397,0.001711904,0.001885454,0.003678652,0.02239612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221945,"about_ca_system_score_gemma":0.0006995408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066649,"about_ca_topic_score_gemma":0.004367245,"domain_scores_codex":[0.9996474,0.00003290826,0.00003010934,0.00008329853,0.00008904054,0.0001172779],"domain_scores_gemma":[0.9998047,0.00004223728,0.00002139712,0.00003510688,0.00002585821,0.00007070344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004912468,0.00009973513,0.001736034,0.0001373082,0.0000234248,0.8538036,0.0002166699,0.000282062,0.001052825,0.01497475,0.07958191,0.04804258],"study_design_scores_gemma":[0.00001300982,0.00002985907,0.001445983,0.0002221357,0.00001751142,0.7495497,0.0002361791,0.0001680684,0.0003322728,0.005428024,0.2425409,0.00001631566],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02218696,0.0129272,0.002731862,0.01563382,0.006309102,0.0001635356,0.0007373105,0.00030361,0.9390066],"genre_scores_gemma":[0.2332283,0.01170745,0.004735352,0.01633608,0.004807946,0.0002026355,0.001320177,0.0003491326,0.727313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07976056,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455488269683505,"score_gpt":0.2479411069817322,"score_spread":0.2333862242848971,"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."}}