{"id":"W4242580121","doi":"10.1503/cmaj.160279","title":"Ludwig angina","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sore throat; Tongue; Medicine; Swallowing; Angina; Floor of mouth; Swelling; Throat; Surgery; Cardiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000929994,0.00007361707,0.0001596805,0.0001599205,0.0001231138,0.00002923713,0.00006784583,0.000149444,0.01008543],"category_scores_gemma":[0.001942691,0.00004763521,0.0001183273,0.0001096012,0.0000216332,0.00008207346,0.000009815601,0.0002682919,0.0007453743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475399,"about_ca_system_score_gemma":0.001090906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689452,"about_ca_topic_score_gemma":0.002845182,"domain_scores_codex":[0.9983839,0.00006605482,0.0002010782,0.0001016365,0.0008669089,0.0003803663],"domain_scores_gemma":[0.9981422,0.0001086507,0.00008104382,0.00007746903,0.0002853755,0.001305231],"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":[0.000001961294,0.00002104265,0.2047337,0.000002895405,0.000123592,0.0007788105,0.00002336243,6.930806e-8,0.00001607704,0.001704016,0.6303249,0.1622696],"study_design_scores_gemma":[0.0009673957,0.00005147992,0.3166674,0.00008479477,0.00002327509,0.0002848308,0.00002736935,0.00000264604,0.00002710898,0.0001436092,0.6816669,0.00005321574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3894541,0.000527909,0.002764813,0.3605451,0.005272984,0.0004851051,0.0000483168,0.00009818911,0.2408035],"genre_scores_gemma":[0.969712,0.0005021588,0.00007341898,0.02487716,0.002786806,0.00001076008,0.00000248483,0.00001482215,0.002020458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5802579,"threshold_uncertainty_score":0.9908195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006575184846616182,"score_gpt":0.2396815597178827,"score_spread":0.2331063748712665,"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."}}