{"id":"W4411632520","doi":"10.20944/preprints202506.2145.v1","title":"Alexithymia, Psychiatric Symptoms, And Quality Of Life In Females With Iron Deficiency Anaemia","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Iron deficiency; Psychiatry; Quality of life (healthcare); Psychology; Medicine; Clinical psychology; Anemia; Psychotherapist","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":[0.0002160726,0.0001460077,0.0001976539,0.0004402024,0.0002827241,0.0003047036,0.00009700665,0.0001788106,0.001671154],"category_scores_gemma":[0.000857383,0.00009656696,0.0001657013,0.000261928,0.0001644639,0.0001385506,0.0002431299,0.0002227048,0.0001391635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478729,"about_ca_system_score_gemma":0.0001032663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634838,"about_ca_topic_score_gemma":0.002613338,"domain_scores_codex":[0.9998603,0.00003606368,0.00001561545,0.00002200269,0.00003502403,0.0000310002],"domain_scores_gemma":[0.9996719,0.00005087189,0.0001666661,0.000009130174,0.00003133421,0.00006999443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007571148,0.00004473743,0.9970138,0.0000137867,0.00001821607,0.0001377612,0.0001612523,0.00001317019,0.0003409995,0.00000954916,0.00006703981,0.002104007],"study_design_scores_gemma":[0.000003040819,0.0001029771,0.9990552,0.000004894524,0.000006378838,0.0005022671,0.0002041313,0.00002702917,0.00002041041,0.000006166,0.00006638071,0.000001182824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993662,0.0001864421,0.00001396708,0.00002407535,0.000002806378,0.000004777253,0.00005415879,7.277472e-7,0.000346836],"genre_scores_gemma":[0.9997084,0.00008387254,0.00002557424,0.00001298202,0.000003973958,0.000003720655,0.00005908322,2.347771e-7,0.0001023105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671154,"threshold_uncertainty_score":0.005590618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09256538988131402,"score_gpt":0.3665883352848287,"score_spread":0.2740229454035147,"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."}}