{"id":"W4385896603","doi":"10.21203/rs.3.rs-3231589/v1","title":"The relationship between chronic anemia caused by hematologic disease and cognitive impairment","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Jiangsu Province","keywords":"Anemia; Anemia of chronic disease; Medicine; Cognition; Internal medicine; Pediatrics; Iron-deficiency anemia; Psychiatry","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":[0.000660338,0.0002313147,0.0002011602,0.0006552278,0.0003165241,0.0004991248,0.000195182,0.0002814388,0.00381496],"category_scores_gemma":[0.002766324,0.0001699719,0.0002979042,0.000532083,0.00020526,0.0002347201,0.0003079171,0.0005635875,0.0002505085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785719,"about_ca_system_score_gemma":0.0003303126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473479,"about_ca_topic_score_gemma":0.002321074,"domain_scores_codex":[0.9996843,0.000110218,0.00003148268,0.00005014155,0.00005844334,0.00006547004],"domain_scores_gemma":[0.998044,0.0005513843,0.000812087,0.000101083,0.0002060783,0.0002853141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109204,0.00004912931,0.9984983,0.000007115689,0.00004969426,0.00004097398,0.00001681975,0.00001028552,0.00005867265,0.00001778357,0.0001078492,0.001034139],"study_design_scores_gemma":[0.00000565652,0.00006641389,0.9993393,0.00000536085,0.00003372337,0.0001952449,0.00004263802,0.0001160736,0.00004164216,0.00003858708,0.0001141209,0.000001241144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981888,0.0005991691,0.00007940983,0.0001420967,0.00001418515,0.000003796322,0.0002335027,0.000003339031,0.0007357623],"genre_scores_gemma":[0.9993468,0.00009591568,0.00004942008,0.00002584004,0.0000218174,0.000002786363,0.0001360088,7.359708e-7,0.0003205316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00381496,"threshold_uncertainty_score":0.01276231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232684525851898,"score_gpt":0.4338828360297673,"score_spread":0.3106143834445775,"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."}}