{"id":"W4372291665","doi":"10.1097/01.eem.0000936796.60633.f9","title":"The Case Files","year":2023,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ptosis; Diplopia; Dysphagia; Surgery; Palsy; Sore throat; Anesthesia; Hiccups; Vomiting","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":[0.0002265944,0.0001324212,0.0001861262,0.00006508822,0.0002999369,0.000002419871,0.00009077624,0.0000385838,0.003680814],"category_scores_gemma":[0.0006778575,0.00007101652,0.00008482583,0.0006538279,0.0001144999,0.00003065892,0.00004148307,0.0001578866,0.0002998716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009975163,"about_ca_system_score_gemma":0.00002746946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008604972,"about_ca_topic_score_gemma":0.001393351,"domain_scores_codex":[0.9988845,0.00004314796,0.0003375716,0.0002034121,0.0002160811,0.000315272],"domain_scores_gemma":[0.9992623,0.00008254955,0.00005328986,0.0003765113,0.00005959176,0.0001658133],"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":[0.00004283274,0.00001538342,0.002230993,0.00002796336,0.00001723009,0.0014215,0.0003431622,0.000002740052,0.0008902569,0.0002847296,0.9789873,0.01573591],"study_design_scores_gemma":[0.000856358,0.000389228,0.005589096,0.00003368661,0.00005177873,0.0005218341,0.005223696,0.0005416939,0.0000269435,0.0005870894,0.9860734,0.0001051935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174825,0.004201615,0.00002938361,0.06475896,0.006831995,0.0004863461,0.000006099695,0.0004661337,0.1057369],"genre_scores_gemma":[0.790321,0.02525789,0.00003456292,0.002439537,0.003024038,0.0001076081,0.00005352583,0.00008241348,0.1786795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0729425,"threshold_uncertainty_score":0.9972299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301937340939409,"score_gpt":0.3316868749659301,"score_spread":0.288667501556536,"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."}}