{"id":"W4238803131","doi":"10.1016/b978-1-4160-6110-6.10096-4","title":"Case 96","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000226429,0.001015096,0.0005744918,0.002723839,0.001402781,0.001668762,0.001657944,0.004980287,0.08753031],"category_scores_gemma":[0.001240647,0.0003427481,0.0009556991,0.001275902,0.0008225815,0.001645906,0.001839407,0.003602159,0.02637076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039656,"about_ca_system_score_gemma":0.0006268605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001831156,"about_ca_topic_score_gemma":0.003795341,"domain_scores_codex":[0.9996908,0.00003052649,0.0000276082,0.00007367531,0.00007761207,0.00009979055],"domain_scores_gemma":[0.9998161,0.00003704929,0.00001995334,0.00003737664,0.00002367345,0.00006591625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005974908,0.0001160106,0.002110774,0.0001437162,0.00002296664,0.8196905,0.0002469015,0.0003148034,0.001489663,0.01850695,0.1009938,0.05630402],"study_design_scores_gemma":[0.00001520345,0.00003371594,0.001548569,0.0002211448,0.0000159776,0.6895556,0.0002466177,0.0001906835,0.0004081651,0.005896866,0.3018502,0.00001719546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01939815,0.009238086,0.0023294,0.01404842,0.005219683,0.0001342352,0.0006486426,0.0002803637,0.9487031],"genre_scores_gemma":[0.1889644,0.008529315,0.003900595,0.01122486,0.003753824,0.0001676124,0.001098709,0.0003038852,0.7820569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9124697,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456452439164932,"score_gpt":0.2480282821818652,"score_spread":0.2334637577902159,"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."}}