{"id":"W4221042673","doi":"10.1080/10428194.2021.2002321","title":"Real-world treatment patterns and clinical outcomes in patients with AML unfit for first-line intensive chemotherapy <sup>*</sup>","year":2022,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"AbbVie","keywords":"Medicine; Cytarabine; Internal medicine; Myeloid leukemia; Retrospective cohort study; Oncology; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005350003,0.00007870658,0.0001758049,0.0007385063,0.0002496409,0.0005720603,0.0001491643,0.0002039554,0.0008889002],"category_scores_gemma":[0.003090132,0.00008264456,0.0001674015,0.001307808,0.0002421403,0.0004535427,0.0002601433,0.0002297258,0.0001304601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588031,"about_ca_system_score_gemma":0.0002774815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00422794,"about_ca_topic_score_gemma":0.004485737,"domain_scores_codex":[0.9995635,0.0001399203,0.00008902415,0.00007603298,0.00006124834,0.00007026826],"domain_scores_gemma":[0.9972921,0.0004727631,0.00177772,0.00008953232,0.000143819,0.0002239892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005017166,0.000007930804,0.9985445,0.000004409032,0.00001113529,0.00003839505,0.00003594259,0.00004028616,0.00003924732,0.00001537107,0.00006060169,0.001152063],"study_design_scores_gemma":[0.000003883005,0.00005446964,0.9989203,0.000006432942,0.00001011657,0.0003041403,0.0002327848,0.0001632324,0.00005428886,0.0000265032,0.0002200115,0.00000382373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998659,0.0003297858,0.00005501481,0.00005675472,0.000002108151,0.000005440366,0.0004771792,0.000002938201,0.0004118297],"genre_scores_gemma":[0.9994523,0.0001017174,0.00003734113,0.00001733012,0.000003743003,0.000003556962,0.0003569095,9.51508e-7,0.00002619161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00422794,"threshold_uncertainty_score":0.008406639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984277366418688,"score_gpt":0.3008118159603816,"score_spread":0.2809690422961947,"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."}}