{"id":"W4244055121","doi":"10.1016/b978-1-4160-6110-6.10163-5","title":"Case 163","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":"Philosophy","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":[0.0001935877,0.001202788,0.0005957223,0.002647587,0.001462665,0.001528343,0.001204869,0.004881455,0.08953176],"category_scores_gemma":[0.001088143,0.0003833037,0.0008151967,0.001205216,0.0008953994,0.001681978,0.001837457,0.003647745,0.03069738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950925,"about_ca_system_score_gemma":0.0004889934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309646,"about_ca_topic_score_gemma":0.003119569,"domain_scores_codex":[0.9997786,0.00002354962,0.00001871386,0.00005441935,0.00005731496,0.00006739243],"domain_scores_gemma":[0.9998401,0.00004163384,0.00001678105,0.00002898981,0.00001988045,0.00005244618],"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":[0.00005801532,0.0001034911,0.001716718,0.0001789457,0.00002169032,0.7532729,0.0002492339,0.0003049933,0.001606299,0.02025984,0.1638745,0.05835349],"study_design_scores_gemma":[0.0000178067,0.00003650898,0.001512177,0.0002419959,0.00001622866,0.5554292,0.0002140396,0.0002052509,0.0003677661,0.008585164,0.4333573,0.00001650442],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01197804,0.01152836,0.002103322,0.01323185,0.007610714,0.0001256976,0.0004482869,0.0002632889,0.9527103],"genre_scores_gemma":[0.1598753,0.0116533,0.004652537,0.01351525,0.008536806,0.0001751934,0.0009469088,0.0002918269,0.8003528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08953176,"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."}}