{"id":"W4200245410","doi":"10.1503/cmaj.202855","title":"Geographic tongue","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Throat; Tongue; Medicine; Nose; Medical history; Outpatient clinic; Dermatology; Surgery; General surgery; Pathology; Internal medicine","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":[0.000683448,0.00006946477,0.0002014033,0.00009548897,0.0001700518,0.00005152185,0.00006165355,0.0002787633,0.02159552],"category_scores_gemma":[0.003843688,0.00005637974,0.0001424634,0.0002648337,0.00002586782,0.00004178476,0.000009959933,0.0008050257,0.0001647969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055965,"about_ca_system_score_gemma":0.004302248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006820886,"about_ca_topic_score_gemma":0.01605947,"domain_scores_codex":[0.9982629,0.00009231913,0.0002563203,0.0001112096,0.0009212003,0.000356017],"domain_scores_gemma":[0.9969953,0.0001183871,0.00007657519,0.00007233431,0.0005031918,0.002234271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000891562,0.00007317942,0.7123013,0.000008194935,0.00005093718,0.03051293,0.00004399033,4.898687e-7,0.00003105445,0.0006657168,0.2120803,0.04422291],"study_design_scores_gemma":[0.000626403,0.00006437753,0.3786654,0.00003720756,0.00002834673,0.005542169,0.0001394049,0.00001676349,0.00002754044,0.0001899576,0.6146044,0.00005813835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8158951,0.001325749,0.0000382543,0.1458802,0.001157731,0.00007083172,0.00001599151,0.0000303501,0.03558575],"genre_scores_gemma":[0.9414606,0.0003009804,0.000206062,0.05243167,0.002658755,0.000002544314,0.00001586419,0.000009598219,0.002913934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.402524,"threshold_uncertainty_score":0.9792989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008209712058867,"score_gpt":0.2548631528216962,"score_spread":0.2447810557011076,"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."}}