{"id":"W4401794081","doi":"10.2196/54740","title":"Predictive Models for Long Term Survival of AML Patients Treated with Venetoclax and Azacitidine or 7+3 Based on Post Treatment Events and Responses: Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Azacitidine; Venetoclax; Oncology; Medicine; Retrospective cohort study; Term (time); Internal medicine; Cohort; Overall survival; Leukemia; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004330871,0.000524206,0.0004802356,0.0009911092,0.0002534476,0.0009071308,0.0007663016,0.0004848248,0.001029196],"category_scores_gemma":[0.009761279,0.0003624966,0.001220095,0.0006503747,0.0002972965,0.0005563542,0.0004640885,0.0009096746,0.0002666154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514346,"about_ca_system_score_gemma":0.000544644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327724,"about_ca_topic_score_gemma":0.001773276,"domain_scores_codex":[0.9990926,0.0003399505,0.00008862077,0.0002439968,0.0001446722,0.00009013703],"domain_scores_gemma":[0.9925055,0.004433576,0.001466953,0.0009023007,0.0003763673,0.0003152653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007232408,0.00009310832,0.9872963,0.00001080533,0.0002482138,0.000124082,0.00006711715,0.006934423,0.0002025773,0.00006911618,0.0001639217,0.004067045],"study_design_scores_gemma":[0.00008522355,0.0007662468,0.7809642,0.00003044961,0.0004594127,0.0009692195,0.0002398145,0.2141231,0.0009119765,0.000570776,0.0008368883,0.00004273351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964427,0.0001125076,0.00258448,0.00003326961,0.000005404176,0.00002079185,0.0006833349,0.00001495191,0.0001026524],"genre_scores_gemma":[0.9979517,0.00006139974,0.0006541001,0.000006472824,0.000005501289,0.00002042132,0.001227009,0.00000442181,0.00006908824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004330871,"threshold_uncertainty_score":0.0229041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255818591277965,"score_gpt":0.3438037883121537,"score_spread":0.3182219291843573,"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."}}