{"id":"W4386584109","doi":"10.1097/01.eem.0000873764.19605.76","title":"The Case Files","year":2022,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003034084,0.0001311396,0.0002004114,0.00005934441,0.0007999185,0.000002389112,0.0001291755,0.00001497087,0.03904467],"category_scores_gemma":[0.0001965754,0.0000796336,0.0001938415,0.0003104677,0.00008607355,0.000027282,0.00009762283,0.0002177307,0.00005086826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000418342,"about_ca_system_score_gemma":0.00006525799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000577528,"about_ca_topic_score_gemma":0.0002110868,"domain_scores_codex":[0.9986527,0.000117508,0.0003453444,0.0002240829,0.0004078506,0.0002525193],"domain_scores_gemma":[0.9991084,0.00005769691,0.00006453936,0.0005228043,0.0000540367,0.0001925536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005723202,0.0001255989,0.02104998,0.00003397949,0.0001273075,0.000490781,0.0006531412,0.00001014922,0.0002320568,0.0008753903,0.9591534,0.01719106],"study_design_scores_gemma":[0.001094771,0.000508505,0.008955698,0.00001150957,0.0002331329,0.003841806,0.01145349,0.00009846076,0.00002481634,0.000251875,0.9734052,0.0001207625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8094447,0.0140519,0.00006526422,0.03423106,0.007443137,0.001248656,0.00004272641,0.0002524712,0.13322],"genre_scores_gemma":[0.9695495,0.0013527,0.0000109878,0.0009403124,0.001330996,0.0002293638,0.00006869272,0.00003069468,0.0264868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601047,"threshold_uncertainty_score":0.9618338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325512191057512,"score_gpt":0.2968377875077431,"score_spread":0.273582665597168,"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."}}