{"id":"W2806336174","doi":"10.5430/jhm.v4n1p1","title":"AML Subtype M5 Linked to Pulmonary Leukemic Infiltrates and Respiratory Failure and the Importance of Early Induction Chemotherapy","year":2018,"lang":"en","type":"article","venue":"Journal of Hematological Malignancies","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Lung; Induction chemotherapy; Biopsy; Lung biopsy; Myeloid leukemia; Pathology; Leukemia; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0009509144,0.0001531859,0.0006103991,0.0001490216,0.00009085681,0.00002763895,0.000158305,0.0001780294,0.00005035034],"category_scores_gemma":[0.0007520823,0.00008027793,0.00008397998,0.0002956156,0.00103714,0.0001497037,0.00007686795,0.0004398144,0.000004147857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006238963,"about_ca_system_score_gemma":0.0002158459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125638,"about_ca_topic_score_gemma":0.000004811221,"domain_scores_codex":[0.9985127,0.0001152118,0.0006011291,0.00017536,0.0003597824,0.0002358054],"domain_scores_gemma":[0.9984909,0.0002409858,0.0003849231,0.000196993,0.0005173053,0.0001688774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007870356,0.0001427863,0.5507969,0.0002784303,0.0002185715,0.000459477,0.001609299,0.000001092044,0.424471,0.005079831,0.006909044,0.002163246],"study_design_scores_gemma":[0.004959649,0.004546474,0.9208938,0.0005833438,0.0001090128,0.009186056,0.001576724,0.00005045134,0.04818253,0.005158636,0.004512609,0.0002407026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888685,0.002230952,0.00004211465,0.008266986,0.00005065,0.0002995644,0.000001644733,0.00001204563,0.0002275148],"genre_scores_gemma":[0.9965339,0.0003313475,0.001087495,0.001697489,0.0002418305,0.000006506677,3.442678e-7,0.00001329216,0.00008779939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3762885,"threshold_uncertainty_score":0.3821385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286616736207096,"score_gpt":0.2957618375077659,"score_spread":0.2671001638870563,"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."}}