{"id":"W4384199484","doi":"10.58931/cht.2023.2235","title":"Initiating venetoclax treatment: Clinical practice pearls","year":2023,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red Deer Regional Hospital; University of Calgary","funders":"","keywords":"Venetoclax; Tumor lysis syndrome; Chronic lymphocytic leukemia; Medicine; Azacitidine; Myeloid leukemia; Lymphoma; Cancer research; Oncology; Leukemia; Internal medicine; Chemotherapy; Biology; DNA methylation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003426172,0.0005255217,0.0007544535,0.001399655,0.001692072,0.004125404,0.001684992,0.002862119,0.01210077],"category_scores_gemma":[0.01551919,0.0002643974,0.000538409,0.001098896,0.0009267984,0.002614107,0.00132486,0.007337817,0.004376787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352182,"about_ca_system_score_gemma":0.00846352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591669,"about_ca_topic_score_gemma":0.04377417,"domain_scores_codex":[0.9977233,0.0007142339,0.0003225977,0.0002077566,0.0008909782,0.0001411937],"domain_scores_gemma":[0.9930726,0.001811502,0.0006744467,0.0002087114,0.002280592,0.001952313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001291913,0.0002201302,0.002992741,0.0008459092,0.00003136626,0.001117533,0.000420948,0.0005272441,0.0004235802,0.004637977,0.2808971,0.7077563],"study_design_scores_gemma":[0.000178056,0.0002650793,0.008969604,0.009919597,0.00007564377,0.005933224,0.001594665,0.0008368719,0.0005224776,0.02097849,0.9506142,0.0001121982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006368316,0.2611032,0.01518618,0.6320199,0.005943488,0.0004950768,0.000672819,0.0008780627,0.07733311],"genre_scores_gemma":[0.1159147,0.5035036,0.07875347,0.2441415,0.02434193,0.001059696,0.001769644,0.0006857472,0.02982979],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01591669,"threshold_uncertainty_score":0.04048115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08237989351488345,"score_gpt":0.4158169093391787,"score_spread":0.3334370158242952,"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."}}