{"id":"W4236116096","doi":"10.1016/b978-1-4160-6110-6.10174-x","title":"Case 174","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Case Reports on Hematomas","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":[0.0001692293,0.001188885,0.0004894967,0.00270255,0.001400469,0.001266758,0.00121599,0.004596572,0.0727985],"category_scores_gemma":[0.001058091,0.0004436739,0.0007557645,0.00120214,0.0009757599,0.001491736,0.001408984,0.003170072,0.02378727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008075636,"about_ca_system_score_gemma":0.0004874088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009554174,"about_ca_topic_score_gemma":0.00244401,"domain_scores_codex":[0.9997994,0.00002458535,0.00001882502,0.00004762805,0.00005056415,0.00005906353],"domain_scores_gemma":[0.9998148,0.00005233234,0.00002114752,0.00003454904,0.00002442457,0.00005276975],"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":[0.00004070936,0.00007631484,0.001726252,0.0001385052,0.00002109832,0.8589299,0.0001583336,0.000201021,0.001469757,0.0124038,0.08505111,0.03978314],"study_design_scores_gemma":[0.00001503672,0.0000332077,0.001461196,0.0001458377,0.00001396025,0.7649957,0.0001758013,0.0001721054,0.0004085486,0.005809294,0.2267542,0.00001505736],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0245157,0.0171616,0.003456518,0.01724439,0.01081147,0.0001858555,0.0005285118,0.0004070809,0.9256889],"genre_scores_gemma":[0.261739,0.01351532,0.007527117,0.0143081,0.01146965,0.0002075808,0.000884689,0.0003060566,0.6900425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0727985,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322411077916749,"score_gpt":0.2725678571800418,"score_spread":0.2493437464008743,"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."}}