{"id":"W2992103971","doi":"10.1182/hematology.2019000041","title":"Integrating patient-centered factors in the risk assessment of MDS","year":2019,"lang":"en","type":"review","venue":"Hematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Celgene","keywords":"Medicine; Risk assessment; Intensive care medicine; Oncology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005653165,0.0003442266,0.002713268,0.0004013796,0.00003014963,0.000009483586,0.0004141199,0.0004524867,0.0001822909],"category_scores_gemma":[0.0006543,0.0001769658,0.0004583515,0.0004310599,0.000119834,0.00002880992,0.0001774236,0.001719281,0.00004374198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609362,"about_ca_system_score_gemma":0.001023018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001641237,"about_ca_topic_score_gemma":0.00002880684,"domain_scores_codex":[0.9968072,0.001023871,0.001001381,0.0003849666,0.0003770034,0.0004055345],"domain_scores_gemma":[0.9969414,0.001426749,0.0006709938,0.0008090226,0.00009297537,0.00005884919],"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":[0.00003818417,0.0007252883,0.0624751,0.08358494,0.0009670675,0.0004722009,0.001817171,3.768389e-7,0.000003155497,0.00631952,0.005625769,0.8379712],"study_design_scores_gemma":[0.001362119,0.0007667808,0.0007352741,0.02195374,0.001236262,0.001248963,0.00195737,0.000131906,0.00001221577,0.00005492477,0.9701903,0.0003501468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003698439,0.9893028,0.00005410394,0.00007560174,0.0002479813,0.002301387,0.00005731303,0.00001808754,0.004244273],"genre_scores_gemma":[0.006300838,0.9926119,0.0005464275,0.00005181173,0.00002741418,0.0001228673,0.0002309091,0.00004690778,0.00006089948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9645645,"threshold_uncertainty_score":0.7469516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0903438699091591,"score_gpt":0.4214699897453977,"score_spread":0.3311261198362386,"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."}}