{"id":"W4242929631","doi":"10.1503/cmaj.120269","title":"Muehrcke lines","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Chemotherapy-related skin toxicity","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ascites; Jaundice; Medical history; Medicine; General surgery; Past medical history; Physical examination; Surgery; Clinical history; Margin (machine learning); Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002163992,0.0004521544,0.0004106949,0.0008466831,0.0009062911,0.0009086451,0.0006512477,0.001218702,0.09785296],"category_scores_gemma":[0.001338962,0.0001769003,0.0005190327,0.0004482485,0.0003992805,0.001030602,0.0006603842,0.001862646,0.04043174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006699261,"about_ca_system_score_gemma":0.0005948067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459225,"about_ca_topic_score_gemma":0.003900282,"domain_scores_codex":[0.9996905,0.0000354629,0.00001772394,0.00008157569,0.0001008801,0.00007377921],"domain_scores_gemma":[0.9996089,0.00006294319,0.00003993209,0.00004768755,0.00009068349,0.0001498717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007394548,0.0004656381,0.005713018,0.0005985667,0.00008383713,0.03006496,0.0002510508,0.0004054017,0.008844986,0.01626271,0.2931332,0.6434371],"study_design_scores_gemma":[0.0001116026,0.0004183867,0.003276244,0.0003863453,0.0000345621,0.06741333,0.0001064189,0.0002575584,0.003248742,0.003437742,0.9212792,0.00002989375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05383672,0.09334585,0.0124629,0.04092151,0.01289421,0.0004119763,0.002726571,0.003063832,0.7803364],"genre_scores_gemma":[0.3175948,0.03399383,0.007273396,0.02325379,0.002092572,0.0001777404,0.00223039,0.0005975619,0.6127859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09785296,"threshold_uncertainty_score":0.3273507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009507940701204509,"score_gpt":0.2576929087118855,"score_spread":0.248184968010681,"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."}}