{"id":"W4296616412","doi":"10.3390/curroncol29100535","title":"Real-World Treatment Patterns and Clinical Outcomes in Canadian Patients with AML Unfit for First-Line Intensive Chemotherapy","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Jewish General Hospital; University of Manitoba; Vancouver General Hospital; University of British Columbia; McMaster University Medical Centre; McGill University; Hôpital Charles-Le Moyne","funders":"","keywords":"Medicine; Cytarabine; Chemotherapy; Intensive care; Internal medicine; Myeloid leukemia; Intensive care medicine; Chemotherapy regimen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006928104,0.0002298183,0.0003553136,0.001553673,0.002407291,0.001220723,0.0008938343,0.0003704917,0.001848064],"category_scores_gemma":[0.004471049,0.0002410426,0.0003810766,0.005670042,0.0005977528,0.0004294767,0.0006810704,0.0006399805,0.0001700041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02786302,"about_ca_system_score_gemma":0.02485189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776758,"about_ca_topic_score_gemma":0.9864393,"domain_scores_codex":[0.998705,0.0001043995,0.0001144503,0.0001793985,0.0004661522,0.0004306395],"domain_scores_gemma":[0.996166,0.0002468889,0.001558902,0.00009801437,0.001221832,0.0007084156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006223786,0.00002144167,0.9945101,0.00003569139,0.00002292968,0.0000772246,0.0006101127,0.00008552836,0.0000785008,0.0001023739,0.001226734,0.003167164],"study_design_scores_gemma":[0.00000735034,0.00002369695,0.9967197,0.00004496012,0.00001802083,0.0001454365,0.001321798,0.0002191745,0.00004898687,0.00002985984,0.001405963,0.00001496072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896422,0.0008076429,0.00007776817,0.0005543765,0.000009467519,0.0000522756,0.005915338,0.000009162643,0.002931759],"genre_scores_gemma":[0.9963712,0.0005597827,0.0001625305,0.0001670018,0.000007193677,0.00001912463,0.002486878,0.000004318748,0.0002219398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02786302,"threshold_uncertainty_score":0.2021614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046645470400123,"score_gpt":0.4470581247064367,"score_spread":0.3423935776664244,"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."}}