{"id":"W2493300987","doi":"10.1016/b978-1-4160-6110-6.10851-0","title":"Online Case 96","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Medical Imaging and Pathology Studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002169188,0.000401738,0.000827739,0.0001366969,0.0001376013,0.000008770334,0.00009618148,0.0006126666,0.000654686],"category_scores_gemma":[0.000136991,0.0003103999,0.0002569901,0.0000069233,0.0006543645,0.0000086251,0.0001169109,0.001979045,0.0004016248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002746369,"about_ca_system_score_gemma":0.0001331161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.613387e-7,"about_ca_topic_score_gemma":0.00005495815,"domain_scores_codex":[0.9985566,0.00001618871,0.0004005231,0.0004509889,0.0002776286,0.0002981177],"domain_scores_gemma":[0.9986633,0.00009983977,0.0001468147,0.0006451171,0.0001402326,0.0003047037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001802534,0.00003057017,0.00004166304,0.0001629691,0.000190636,0.03051984,0.0001934076,2.478582e-9,0.00006771251,0.0003553529,0.001058686,0.9673612],"study_design_scores_gemma":[0.0005619241,0.0001179759,0.00001979533,0.0005297359,0.0006401651,0.02005565,0.00001439929,0.000001436659,0.00003597156,0.001753665,0.9759983,0.0002709389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009193888,0.002873089,0.000002612007,0.001135031,0.0008846238,0.0003729379,0.0000794642,0.0001389867,0.9935939],"genre_scores_gemma":[0.0005188162,0.0002398942,0.002152714,0.004032923,0.001541792,0.00001408271,0.00008337238,0.00008867194,0.9913278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9749396,"threshold_uncertainty_score":0.9999348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454748220617031,"score_gpt":0.3042762312699488,"score_spread":0.2697287490637785,"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."}}