{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001629497,0.0001042253,0.0002121843,0.0001596663,0.0001657094,0.00003002842,0.0001005545,0.0005041702,0.01252644],"category_scores_gemma":[0.002531011,0.00009030361,0.0001179487,0.0002235094,0.00002874624,0.0001293164,0.000006984148,0.001181261,0.0005917446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321717,"about_ca_system_score_gemma":0.001926942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013557,"about_ca_topic_score_gemma":0.003241787,"domain_scores_codex":[0.9977338,0.00008395252,0.0003321853,0.00008507864,0.001144396,0.0006205425],"domain_scores_gemma":[0.9960357,0.0001147771,0.0001387449,0.00009786104,0.0002633021,0.003349631],"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":[0.00001379188,0.0000943372,0.5978091,0.000008250485,0.0002107526,0.0002341027,0.0004787534,4.27545e-7,0.000216889,0.0001430907,0.3510473,0.04974324],"study_design_scores_gemma":[0.001362278,0.00003654752,0.1437645,0.00007361688,0.00004682929,0.001879041,0.0001148978,0.00006392466,0.0003721137,0.00006351412,0.8520985,0.0001242764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920723,0.001300859,0.0001428871,0.08294521,0.002192561,0.000145778,0.00001062182,0.00005369731,0.02113615],"genre_scores_gemma":[0.9608997,0.0002074744,0.0004268748,0.02899126,0.006810531,0.000002281988,0.000008056157,0.00002549864,0.002628389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5010512,"threshold_uncertainty_score":0.9883763,"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."}}