{"id":"W3160732456","doi":"10.1111/obr.13268","title":"Iron supplementation following bariatric surgery: A systematic review of current strategies","year":2021,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton General Hospital; McMaster University","funders":"","keywords":"Medicine; Anemia; Iron-deficiency anemia; Iron deficiency; Cochrane Library; Clinical trial; Iron supplementation; Surgery; Randomized controlled trial; MEDLINE; Iron therapy; Systematic review; Internal medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005451376,0.0007768568,0.01632783,0.0003896473,0.00008234838,0.000052037,0.0002529481,0.0002447286,0.0006091486],"category_scores_gemma":[0.00264092,0.0005286046,0.006707054,0.001754331,0.00002404806,0.0001949578,0.0001130699,0.0005273406,0.0001932907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241612,"about_ca_system_score_gemma":0.001571755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001267365,"about_ca_topic_score_gemma":0.000002721468,"domain_scores_codex":[0.9911702,0.002493307,0.004602639,0.0006428883,0.0006819447,0.0004089797],"domain_scores_gemma":[0.9941058,0.00137938,0.002918689,0.001250178,0.0001584912,0.0001874687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[7.578894e-7,0.0001320326,0.00007631495,0.847492,0.0002622216,0.00003238858,0.00001297186,3.122918e-9,2.799596e-8,0.0001296625,0.008275877,0.1435857],"study_design_scores_gemma":[0.00006159078,0.00001119888,0.000003671901,0.5386164,0.02072877,0.00005708028,0.00001034851,6.318404e-8,1.259767e-7,0.000002310887,0.4402896,0.0002189077],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001375535,0.9910642,0.0000711389,0.00003295159,0.001206786,0.007260802,0.00003556292,0.00004256805,0.0002845969],"genre_scores_gemma":[0.000001293203,0.9969113,0.0001941358,0.0001346896,0.0002359561,0.0006549371,0.001570946,0.00005982496,0.000236946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4320137,"threshold_uncertainty_score":0.9997166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09695869426363467,"score_gpt":0.3927493123582947,"score_spread":0.29579061809466,"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."}}