{"id":"W2999492592","doi":"10.1001/jamapediatrics.2019.5054","title":"Extrapolation Pitfalls and Methodology Flaws in Curing Anemia via Parental Education and Counseling—Reply","year":2020,"lang":"en","type":"letter","venue":"JAMA Pediatrics","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Continuing education; Extrapolation; Medical education; Anemia; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.000364641,0.0002927715,0.000533108,0.0004217507,0.00005818756,0.00005538664,0.00007518419,0.000645703,0.00002965004],"category_scores_gemma":[0.0005183935,0.000300557,0.00005556552,0.0002904296,0.00007111992,0.0001436811,0.00004891384,0.001400152,0.00001008759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005292062,"about_ca_system_score_gemma":0.000300542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002910724,"about_ca_topic_score_gemma":0.0000135266,"domain_scores_codex":[0.9981863,0.0002143525,0.0004536684,0.0005448388,0.0002996552,0.0003011336],"domain_scores_gemma":[0.9989609,0.0004041813,0.0002283522,0.0002071894,0.00007806915,0.0001213699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001616667,0.0001002682,0.1071842,0.003798373,0.00001027094,0.0002036433,0.003210843,0.000002097387,0.0002242632,0.000053773,0.8380295,0.04702108],"study_design_scores_gemma":[0.004900718,0.0002989696,0.09697854,0.000132394,0.001458915,0.0004474441,0.001175866,0.0002678779,0.00003845823,0.003380588,0.8897492,0.001170976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3157822,0.05915637,0.003639536,0.6152776,0.002969869,0.00158751,0.00008332464,0.0001656551,0.001337853],"genre_scores_gemma":[0.04166408,0.02063699,0.01618043,0.8998749,0.01909151,0.00006322235,0.001821241,0.0001357034,0.0005318871],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2845973,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095762605912323,"score_gpt":0.3020495563640535,"score_spread":0.2710919303049303,"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."}}