{"id":"W4404808453","doi":"10.1370/afm.22.s1.6472","title":"Exploring Iron Deficiency in Alberta: Following up on Clinical Observations","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iron deficiency; Medicine; Anemia; Internal medicine","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":[0.001591878,0.0002094363,0.0001886055,0.001852292,0.00126169,0.0009883139,0.0009423762,0.0003405035,0.001316602],"category_scores_gemma":[0.00412212,0.0001823574,0.000263656,0.003896538,0.0005709698,0.0003472644,0.0007390086,0.0004939992,0.0001949893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031482,"about_ca_system_score_gemma":0.01201798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.921163,"about_ca_topic_score_gemma":0.9667759,"domain_scores_codex":[0.9992316,0.0001374753,0.00007564132,0.00008986948,0.0002868004,0.0001785745],"domain_scores_gemma":[0.9968677,0.0003846847,0.0009256939,0.0001113234,0.001292123,0.0004183845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005564175,0.00002937256,0.9871701,0.00009176617,0.00001956563,0.0002671344,0.001155431,0.00008785197,0.0001581785,0.0001215285,0.003893436,0.006950044],"study_design_scores_gemma":[0.000004900503,0.00002278947,0.9953321,0.00009955255,0.00001328133,0.0001390201,0.001931507,0.0001521365,0.00006462297,0.00005198167,0.002182188,0.00000594106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719954,0.002337909,0.0005859598,0.003281208,0.0000615682,0.0003178205,0.009195433,0.00004749458,0.01217738],"genre_scores_gemma":[0.988232,0.001825411,0.00214177,0.001067577,0.00005414836,0.0001613959,0.004534533,0.00001025046,0.00197291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07883698,"threshold_uncertainty_score":0.1586025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6472892723349529,"score_gpt":0.4802578969124384,"score_spread":0.1670313754225145,"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."}}