{"id":"W4318462343","doi":"10.1503/cmaj.221198","title":"A blistering variant of phlegmasia cerulea dolens from underlying squamous cell lung cancer","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Scrotum; Ankle; Lung cancer; Surgery; Nifedipine; Emergency department; Physical examination; Internal 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":[0.0005617244,0.0001129624,0.0002892633,0.0002480631,0.0001476954,0.00005092318,0.0001285613,0.0002377809,0.005053829],"category_scores_gemma":[0.001138341,0.0001046907,0.0001512631,0.0003788497,0.0000237233,0.00009869455,0.00002028449,0.0004828078,0.00004795058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000825862,"about_ca_system_score_gemma":0.003027761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128526,"about_ca_topic_score_gemma":0.007708033,"domain_scores_codex":[0.9978467,0.00007380858,0.0004085133,0.0001553073,0.001029884,0.0004858336],"domain_scores_gemma":[0.9975289,0.0002913132,0.0002211606,0.000111499,0.0002308272,0.00161626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003411478,0.00007476105,0.8409184,0.0001585034,0.0002932127,0.002416371,0.001023417,0.00007486167,0.0006459914,0.00007961527,0.1370517,0.0172291],"study_design_scores_gemma":[0.004067262,0.00008646958,0.9436192,0.0007398814,0.0004488732,0.00008222561,0.001520467,0.01062948,0.0001520735,0.0002944803,0.03806629,0.0002932745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822326,0.001462132,0.00005234347,0.0123772,0.001030268,0.0001266296,0.000162127,0.0000396347,0.002517088],"genre_scores_gemma":[0.9945685,0.0002096413,0.00005545867,0.003549796,0.001126787,0.000007727303,0.00003532938,0.00002354345,0.0004231864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027008,"threshold_uncertainty_score":0.9958557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786617437617729,"score_gpt":0.2842500616689401,"score_spread":0.2663838872927628,"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."}}