{"id":"W4280499406","doi":"10.1111/tme.12874","title":"Survey of iron prescribing practices for post‐partum anaemia","year":2022,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Blood Services","keywords":"Medicine; Post partum; Family medicine; Dosing; Obstetrics and gynaecology; Obstetrics; Alternative medicine; Pregnancy; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001203546,0.0001012924,0.0001461399,0.0005171117,0.0003663283,0.0002715611,0.0002447412,0.0002854752,0.00224267],"category_scores_gemma":[0.00414228,0.0001980484,0.0001327955,0.001017049,0.0002323067,0.0002214884,0.0003320118,0.0002947803,0.0004551085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632083,"about_ca_system_score_gemma":0.001759993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1063683,"about_ca_topic_score_gemma":0.1349722,"domain_scores_codex":[0.999119,0.0002792739,0.0001495149,0.00007168873,0.0002839021,0.00009668509],"domain_scores_gemma":[0.9962032,0.0009019397,0.001613481,0.0001009288,0.0006980476,0.0004824245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005954898,0.000100166,0.983133,0.000183477,0.00001584357,0.0001447139,0.004344271,0.00007425217,0.0005928818,0.000022065,0.001701303,0.009628475],"study_design_scores_gemma":[0.000005002281,0.0001609104,0.9968098,0.00003989705,0.000004612393,0.0001241086,0.001812924,0.000134092,0.0000862156,0.000003414501,0.0008158091,0.000003313635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969071,0.0001178177,0.00009563699,0.0002756015,0.000002803362,0.00009318595,0.001486182,0.000008415216,0.001013362],"genre_scores_gemma":[0.9967703,0.0004638023,0.000421473,0.0001894811,0.000009137665,0.0001065333,0.0008995175,0.000002360028,0.001137562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063683,"threshold_uncertainty_score":0.2114983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05549881375094631,"score_gpt":0.3318292246386561,"score_spread":0.2763304108877098,"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."}}