{"id":"W4296370445","doi":"10.6000/1929-6029.2022.11.10","title":"Evaluation of Frequency and Type of Severe Anemia in Patients Referred to the Baqiyatallah Hospital in Tehran in Six Months; A Descriptive Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anemia; Hemoglobin; Gastroenterology; Aplastic anemia; Internal medicine; Pediatrics; Bone marrow","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":[0.0004606252,0.0001966705,0.0003235083,0.0009148651,0.0004985544,0.0003437282,0.0002642615,0.0004000865,0.0009190969],"category_scores_gemma":[0.001058509,0.0002960282,0.0002586779,0.0008345183,0.0002702098,0.0004343066,0.0002755018,0.0003594361,0.0001113953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945272,"about_ca_system_score_gemma":0.0003262373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003906773,"about_ca_topic_score_gemma":0.006456218,"domain_scores_codex":[0.9996624,0.00007085814,0.00005187485,0.00005781343,0.00009099754,0.00006599744],"domain_scores_gemma":[0.999145,0.0001036848,0.0004891381,0.00002158358,0.0000895561,0.000150935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002732837,0.00003665575,0.9991892,0.00001005617,0.00001119153,0.0001054959,0.0001292247,0.000006166774,0.00007075851,0.000003789292,0.00004222645,0.0003679411],"study_design_scores_gemma":[0.000003441532,0.0001617204,0.9984429,0.000006117177,0.00001054203,0.0006718001,0.0005519499,0.0000458668,0.00002264639,0.000004283812,0.00007591103,0.000002771059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996086,0.0001563064,0.00001613725,0.00002521228,0.000003267443,0.000006025564,0.00006342492,0.000001014242,0.0001200664],"genre_scores_gemma":[0.999619,0.0001135962,0.00005349543,0.00003238906,0.0000108561,0.000006897606,0.000102996,4.154761e-7,0.00006047161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003906773,"threshold_uncertainty_score":0.007768095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071022629183727,"score_gpt":0.4443562998634236,"score_spread":0.3733336706796966,"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."}}