{"id":"W3165807180","doi":"10.3332/ecancer.2021.1239","title":"Outcome of acute myeloid leukaemia in Nigeria: clinician’s perspective","year":2021,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Apheresis; Health care; Family medicine; Induction chemotherapy; Immunophenotyping; Intensive care medicine; Internal medicine; Emergency medicine; Pediatrics; Chemotherapy; Immunology; Platelet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003559855,0.0001193709,0.0004491402,0.0001179522,0.00006572367,0.00001102744,0.0001684041,0.0000910318,0.001138827],"category_scores_gemma":[0.0004118406,0.0001042516,0.0001286231,0.001128225,0.0005626743,0.0001166799,0.00008460008,0.0003680566,0.00004089881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004529296,"about_ca_system_score_gemma":0.001450011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092708,"about_ca_topic_score_gemma":0.000614181,"domain_scores_codex":[0.9981967,0.00004933646,0.0004954055,0.0004457503,0.0004870453,0.0003258234],"domain_scores_gemma":[0.9989817,0.00009185312,0.0001086843,0.0003642367,0.0002521017,0.0002014626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001371304,0.0004285155,0.9522255,0.00007441973,0.00008353736,0.0006269204,0.001553714,0.00002218114,0.03192336,0.00463271,0.001548167,0.006743828],"study_design_scores_gemma":[0.003312068,0.0004472631,0.9433599,0.0003967653,0.0001484249,0.0004073788,0.002736225,0.0001101448,0.03256591,0.001672929,0.01452709,0.0003159039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540529,0.0006250084,0.0003174557,0.00633211,0.001020769,0.0002383257,0.00002126205,0.00004419775,0.03734796],"genre_scores_gemma":[0.9950212,0.000442947,0.0004140362,0.001893604,0.0001967784,0.00003762788,0.000002582692,0.00001048699,0.001980723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04096831,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707304765982227,"score_gpt":0.3763154336625923,"score_spread":0.3492423860027701,"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."}}