{"id":"W2109312380","doi":"10.1503/cmaj.081216","title":"Erythema ab igne","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; University of British Columbia","funders":"","keywords":"Syphilis; Abdomen; Medicine; Erythema; Erythema multiforme; Dermatology; Speech recognition; Computer science; Human immunodeficiency virus (HIV); Surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007649555,0.00009538534,0.0002445413,0.0001028348,0.0002701892,0.00004243965,0.0001206422,0.0003535399,0.007807297],"category_scores_gemma":[0.003767816,0.00006902469,0.0001132428,0.0001568473,0.0000581375,0.0000530516,0.00001440761,0.001376743,0.0005750344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331806,"about_ca_system_score_gemma":0.00164404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004902189,"about_ca_topic_score_gemma":0.0162177,"domain_scores_codex":[0.9981647,0.00004197809,0.0002935745,0.000113545,0.0009680413,0.0004181771],"domain_scores_gemma":[0.9974493,0.000143526,0.0001043997,0.00008472719,0.0003081806,0.001909905],"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":[0.00001294382,0.00006853319,0.3121217,0.00001312094,0.0001643447,0.002198246,0.000152406,8.891202e-8,0.0001486626,0.001466135,0.6366141,0.04703976],"study_design_scores_gemma":[0.0008242699,0.00004509898,0.1136028,0.00002461138,0.00003042738,0.002389345,0.0001439528,0.00003409414,0.00002776583,0.0005719109,0.8822179,0.00008786711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6270952,0.0002269189,0.00006114282,0.3115224,0.00207247,0.0001230375,0.00001132503,0.00005282695,0.05883461],"genre_scores_gemma":[0.9380026,0.0001097704,0.0002058998,0.05690734,0.002279359,0.000005479244,0.000004159067,0.00001057179,0.002474774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3109074,"threshold_uncertainty_score":0.9930997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007689238508339322,"score_gpt":0.2501053621725799,"score_spread":0.2424161236642406,"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."}}