{"id":"W2255202943","doi":"10.14740/jocmr2458w","title":"An Avid Imitator","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphoma; Disease; Hematologic malignancy; Fever of unknown origin; Hematologic Neoplasms; Chemotherapy; Pathology; Intensive care medicine; Dermatology; Immunology; Internal medicine; Cancer","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":[0.00017806,0.001065077,0.0004956229,0.0009489097,0.001006309,0.0009856457,0.0008763081,0.002415005,0.005287249],"category_scores_gemma":[0.00142028,0.000221387,0.000451315,0.0003959387,0.0005179857,0.001222946,0.0006141216,0.001962796,0.002223492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007231747,"about_ca_system_score_gemma":0.0003347321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052917,"about_ca_topic_score_gemma":0.000868539,"domain_scores_codex":[0.9997175,0.00002745578,0.0000230397,0.00007425245,0.0000408435,0.0001168364],"domain_scores_gemma":[0.9995577,0.000133776,0.00006736707,0.00005641778,0.00003899316,0.0001458715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003335233,0.0001663756,0.01008614,0.0000963903,0.00001816583,0.9503332,0.0001264946,0.0002190355,0.009300093,0.001578281,0.002782183,0.02496011],"study_design_scores_gemma":[0.00003986558,0.000273515,0.003309365,0.00003635817,0.00002971642,0.9793649,0.00005461215,0.001214142,0.003317739,0.0005789656,0.01177057,0.00001032124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.859875,0.01337431,0.008890641,0.01383686,0.001731876,0.0001959026,0.0006262011,0.001217878,0.1002512],"genre_scores_gemma":[0.9793332,0.001392123,0.002039923,0.00330899,0.0006265027,0.00002958533,0.0002505986,0.00009753977,0.01292147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005287249,"threshold_uncertainty_score":0.01768762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5540215248313574,"score_gpt":0.6735106516466526,"score_spread":0.1194891268152952,"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."}}