{"id":"W1907398188","doi":"","title":"ASSESSMENT AND MANAGEMENTOF ANEMIA IN A POPULATION OF CHILDREN LIVING IN THE INDIAN HIMALAYAS: A STUDENT-LED INITIATIVE","year":2011,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Anemia; Hemoglobin; Etiology; Hypochromic anemia; Iron deficiency; Iron-deficiency anemia; Pediatrics; Thalassemia; Population; Physiology; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002966397,0.0001538922,0.0005508823,0.0004706667,0.00003839627,0.000005123709,0.0002351797,0.0001100119,0.00059327],"category_scores_gemma":[0.0008616237,0.00009001064,0.00005321083,0.0003449749,0.0003052301,0.0001075818,0.00007022957,0.0006661934,6.136475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004455247,"about_ca_system_score_gemma":0.0001245563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007750393,"about_ca_topic_score_gemma":0.0001586237,"domain_scores_codex":[0.9970431,0.0003040373,0.0008427496,0.000165552,0.001403514,0.0002410255],"domain_scores_gemma":[0.9991173,0.0001331507,0.0003426929,0.0001429578,0.00007229821,0.0001915847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007315657,0.0004661869,0.9607217,0.0001163468,0.0000306852,0.0001560736,0.02718158,3.513922e-7,0.00001874054,0.0002468024,0.0003528237,0.01063558],"study_design_scores_gemma":[0.006629341,0.0005123062,0.9705055,0.001145943,0.0001246996,0.0002300527,0.02052408,0.00002207824,0.000003768914,0.000220943,0.00001021322,0.00007106974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942749,0.0004510451,0.00009541482,0.002453778,0.00009054285,0.0003988085,0.000003016446,0.000004385391,0.002228136],"genre_scores_gemma":[0.9979494,0.0004170347,0.000470259,0.0009826686,0.0001264259,0.000007023732,0.0000254542,0.000009007452,0.00001269079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01056451,"threshold_uncertainty_score":0.649589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925870446487831,"score_gpt":0.3452585086231926,"score_spread":0.3159998041583143,"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."}}