{"id":"W4283396501","doi":"10.1097/01.hs9.0000848948.50002.24","title":"P1523: DEMOGRAPHICS, CLINICAL CHARACTERISTICS, AND REAL-WORLD TREATMENT PATTERNS AMONG PATIENTS WITH BETA-THALASSEMIA: A RETROSPECTIVE MEDICAL RECORD ABSTRACTION STUDY","year":2022,"lang":"en","type":"article","venue":"HemaSphere","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical record; Demographics; Anemia; Retrospective cohort study; Thalassemia; Pediatrics; Beta thalassemia; Blood transfusion; Internal medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001033173,0.0002428264,0.000532208,0.001788172,0.0005652379,0.0008397779,0.0004434991,0.0003989383,0.00155246],"category_scores_gemma":[0.004055378,0.0002934361,0.0005083721,0.003601718,0.0003156321,0.0007242002,0.0006104678,0.0004982033,0.0003953952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009305727,"about_ca_system_score_gemma":0.0009891593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153026,"about_ca_topic_score_gemma":0.009833407,"domain_scores_codex":[0.9985239,0.0002940879,0.0003771452,0.0002940093,0.0003452196,0.000165738],"domain_scores_gemma":[0.9954204,0.0006441567,0.002896689,0.0002645841,0.0004641217,0.0003101043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005052642,0.00002499007,0.998776,0.00002281465,0.00002151798,0.0001032207,0.0001467201,0.00001363396,0.00004727305,0.000007246688,0.000172025,0.0006140008],"study_design_scores_gemma":[0.000009603411,0.0001194372,0.9978672,0.00002959653,0.00002233786,0.0006624003,0.0005938681,0.0001107006,0.00004956004,0.000008726585,0.0005210898,0.000005473888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949745,0.0004256236,0.0001014082,0.00005728978,0.000003746995,0.0001041772,0.003867317,0.000005540282,0.0004604632],"genre_scores_gemma":[0.9968587,0.0002373723,0.0001727744,0.00007095539,0.000009175642,0.0001292665,0.002424458,0.000002862301,0.00009448171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153026,"threshold_uncertainty_score":0.02292627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256129364801823,"score_gpt":0.2802278295499557,"score_spread":0.2676665359019375,"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."}}