{"id":"W4236713381","doi":"10.1016/b978-1-4160-6110-6.10168-4","title":"Case 168","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Pleural and Pulmonary Diseases","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":[0.000185559,0.001221006,0.0005730289,0.00268642,0.001533179,0.001570299,0.001197227,0.005073397,0.09139112],"category_scores_gemma":[0.001056587,0.000396665,0.0007579377,0.001145716,0.0009910573,0.001768232,0.001842047,0.004283369,0.02984643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008879665,"about_ca_system_score_gemma":0.0006006156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581457,"about_ca_topic_score_gemma":0.004365218,"domain_scores_codex":[0.9997899,0.00002239188,0.00001679542,0.00005116634,0.00005534685,0.00006448555],"domain_scores_gemma":[0.9998435,0.00003811291,0.00001468991,0.00002531401,0.00002112336,0.00005729152],"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":[0.00006194384,0.0001085082,0.001672415,0.0002104654,0.00002304598,0.6661348,0.0003055264,0.000302103,0.001486471,0.02877895,0.2322455,0.06867021],"study_design_scores_gemma":[0.00001676834,0.00003462324,0.00118649,0.0002570135,0.00001442867,0.4454472,0.0002473595,0.0001633638,0.0002692931,0.009817312,0.54253,0.00001606242],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00961337,0.01279516,0.001672563,0.01520143,0.008209825,0.0001234316,0.0003652713,0.0002187978,0.9518],"genre_scores_gemma":[0.1328948,0.01233863,0.004380542,0.01381879,0.009195257,0.0001850156,0.0007537212,0.0002554684,0.8261778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09139112,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413431670133806,"score_gpt":0.2560252693338935,"score_spread":0.2318909526325554,"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."}}