{"id":"W7132966971","doi":"","title":"Biomarkers of Micronutrients and Reproductive Hormones in Men with Infertility","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Micronutrient; Infertility; Luteinizing hormone; Hormone; Ascorbic acid; Prolactin; Testosterone (patch); Vitamin B12; Follicle-stimulating hormone","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":[0.0006508283,0.0002271278,0.0002857137,0.0009001078,0.0003077548,0.0004462756,0.0001908599,0.0002725275,0.001479877],"category_scores_gemma":[0.001216306,0.0001463166,0.0001763226,0.001327163,0.0001708042,0.0001939579,0.0002700164,0.000300563,0.0001767992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164937,"about_ca_system_score_gemma":0.0002614417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060862,"about_ca_topic_score_gemma":0.003859451,"domain_scores_codex":[0.9997589,0.00007221734,0.00003166728,0.00003706527,0.000070126,0.00003002702],"domain_scores_gemma":[0.999283,0.0001582628,0.0003650762,0.00002122693,0.00009449252,0.00007788607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009000613,0.00001896961,0.9962364,0.00003369512,0.00003119926,0.00002879305,0.00006392533,0.00002346802,0.0002140839,0.00001135387,0.0000786436,0.003169612],"study_design_scores_gemma":[0.000005113493,0.0002001874,0.9986005,0.00001590178,0.00003993881,0.0002735944,0.0001068725,0.0000673867,0.0001384045,0.00002056915,0.0005286052,0.000002919536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99081,0.007236156,0.0001765444,0.0001508957,0.00001932863,0.0000327653,0.0005438723,0.0000101956,0.001020134],"genre_scores_gemma":[0.9979808,0.0009231048,0.0004256903,0.00005021867,0.00002118817,0.00001619454,0.0002316772,0.000001275829,0.0003498866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060862,"threshold_uncertainty_score":0.004950643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217493519534011,"score_gpt":0.3013072886835785,"score_spread":0.2891323534882383,"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."}}