{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003345199,0.0008322698,0.0005901024,0.00262222,0.002445119,0.002460771,0.001736822,0.002259223,0.5095408],"category_scores_gemma":[0.004450652,0.0003897062,0.0005050681,0.002000875,0.0004996022,0.002321223,0.002086796,0.001871342,0.1460822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102207,"about_ca_system_score_gemma":0.001696228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863228,"about_ca_topic_score_gemma":0.002332366,"domain_scores_codex":[0.9994816,0.00006876302,0.00006555847,0.0001162605,0.000144251,0.0001235669],"domain_scores_gemma":[0.9988122,0.0002464395,0.0001507566,0.0001658408,0.000289553,0.0003352806],"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":[0.0001162494,0.0001800949,0.005591122,0.0002840828,0.00001779152,0.05497304,0.0003891014,0.0001395259,0.0003519002,0.01127192,0.7661023,0.1605829],"study_design_scores_gemma":[0.00004646997,0.00002860544,0.002378909,0.0007962702,0.00001452203,0.1647748,0.0008542765,0.0002131473,0.0002296598,0.008608704,0.8220228,0.00003188843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02151141,0.01268567,0.007893618,0.02302832,0.01120955,0.001063153,0.02766263,0.001747145,0.8931984],"genre_scores_gemma":[0.206389,0.01835725,0.01564575,0.02297522,0.008129605,0.001373009,0.04240773,0.001874136,0.6828483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4904592,"threshold_uncertainty_score":0.6995806,"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."}}