{"id":"W2981127176","doi":"10.1007/s12185-019-02746-3","title":"Muscle aches and pains: do I have leukemia?","year":2019,"lang":"en","type":"article","venue":"International Journal of Hematology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Polymyositis; Myopathy; Myeloid leukemia; Cytarabine; Dermatomyositis; Disease; Malignancy; Leukemia; Chemotherapy; Internal medicine; Dermatology; Pathology; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015794,0.00008100776,0.0002850424,0.0001672206,0.00001677896,0.00002309826,0.0001149424,0.00008132709,0.0002680028],"category_scores_gemma":[0.00008551356,0.00006398433,0.00009054392,0.00002096023,0.00005647985,0.0001260543,0.00004860888,0.0001922435,0.00004936946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007257458,"about_ca_system_score_gemma":0.0001094215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005024335,"about_ca_topic_score_gemma":0.000001389282,"domain_scores_codex":[0.9991366,0.00003066584,0.0003729323,0.0000888182,0.0002598776,0.0001111224],"domain_scores_gemma":[0.9991888,0.00009560286,0.0002330554,0.0000866392,0.0003186827,0.00007720188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149936,0.0001989652,0.8795666,0.0002565196,0.0009907503,0.01004257,0.002459698,0.00003104002,0.01842618,0.04433584,0.01378894,0.02875293],"study_design_scores_gemma":[0.01730496,0.001739891,0.3720268,0.001876476,0.0002625531,0.2853426,0.005560601,0.001616738,0.03678286,0.01162816,0.2651925,0.0006658071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918749,0.001056649,0.0001181874,0.002706957,0.0007013514,0.00006406814,0.000002311257,0.000008273963,0.003467275],"genre_scores_gemma":[0.9976397,0.0001196509,0.0006811654,0.001151962,0.0002107176,9.892383e-7,0.000002029531,0.000009530495,0.0001842829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5075398,"threshold_uncertainty_score":0.2934443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008025028845441444,"score_gpt":0.2640545055290561,"score_spread":0.2560294766836146,"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."}}