{"id":"W3184791371","doi":"10.1542/peds.2020-044727","title":"From Microcytosis to Macrodiagnosis","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Microcytic anemia; Transferrin saturation; Pallor; Microcytosis; Lightheadedness; Ferritin; Serum iron; Anemia; Iron deficiency; Erythrocyte sedimentation rate; Iron-deficiency anemia; Gastroenterology; Internal medicine; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134222,0.0007384219,0.0002724838,0.001949211,0.0007923492,0.0008402133,0.0006152777,0.0007848622,0.00301159],"category_scores_gemma":[0.002175016,0.0003154218,0.0001655113,0.0007741082,0.001078379,0.0006673138,0.001139991,0.001383506,0.0008267754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006585584,"about_ca_system_score_gemma":0.0004107583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101596,"about_ca_topic_score_gemma":0.001526868,"domain_scores_codex":[0.999595,0.00005991574,0.0000421097,0.0000921898,0.00008166161,0.000129277],"domain_scores_gemma":[0.9993605,0.0002082474,0.0001112708,0.00006807692,0.00008909371,0.0001627767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002489464,0.0001021398,0.1308345,0.0001750845,0.00002697937,0.786812,0.0006967546,0.000299068,0.003478485,0.003822708,0.01478881,0.05871447],"study_design_scores_gemma":[0.00002103271,0.00006120486,0.01943902,0.000124041,0.000016326,0.9723464,0.0002752813,0.0002948499,0.001009767,0.001836291,0.004565036,0.00001080439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578244,0.03533957,0.009135699,0.01422586,0.001999471,0.0003438641,0.0009935208,0.0007765281,0.07936101],"genre_scores_gemma":[0.9882372,0.005151144,0.001177391,0.002213507,0.001025848,0.00002595225,0.0001859661,0.00003071628,0.001952182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00301159,"threshold_uncertainty_score":0.01007473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009335508005517724,"score_gpt":0.2522760141492278,"score_spread":0.2429405061437101,"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."}}