{"id":"W4388821874","doi":"10.1016/j.cca.2023.117668","title":"Advances in human reproductive biomarkers","year":2023,"lang":"en","type":"review","venue":"Clinica Chimica Acta","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Research Institute for Aging, University of Waterloo","keywords":"Human chorionic gonadotropin; Reproductive medicine; Biomarker discovery; Identification (biology); Biomarker; Reproductive health; Medicine; Pregnancy; Biology; Proteomics; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001887373,0.001280504,0.002036389,0.002243269,0.000241042,0.001634603,0.0008788619,0.001592671,0.004777707],"category_scores_gemma":[0.002854381,0.0004119272,0.00078413,0.001575013,0.0006591351,0.001579599,0.001190105,0.002801561,0.002248804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006584831,"about_ca_system_score_gemma":0.001612595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007439708,"about_ca_topic_score_gemma":0.001107333,"domain_scores_codex":[0.999524,0.0001340325,0.00006136572,0.00008537224,0.0001345726,0.00006068932],"domain_scores_gemma":[0.9987618,0.0007543596,0.0001198083,0.00004343156,0.0002372609,0.0000833612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001596156,0.00007102604,0.000408745,0.008960814,0.0001007799,0.0002135852,0.00003707911,0.0003566254,0.00148041,0.003741216,0.04219247,0.9422777],"study_design_scores_gemma":[0.00005060892,0.0001819231,0.0009592522,0.00336896,0.000237053,0.001075211,0.00005210509,0.0002458536,0.0008449078,0.003039218,0.9899151,0.00002981689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007628109,0.9975972,0.0003816873,0.0006274678,0.0005783579,0.000004870032,0.00002845777,0.00001434459,0.0006913511],"genre_scores_gemma":[0.00119483,0.9951794,0.0005666336,0.0009253286,0.001398557,0.0000134754,0.00006982016,0.000004460211,0.0006475483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004777707,"threshold_uncertainty_score":0.01598299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09499193872009162,"score_gpt":0.405729908771842,"score_spread":0.3107379700517503,"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."}}