{"id":"W4393154049","doi":"10.1142/s2661318224500075","title":"Metabolomics as a Candidate for Endometriosis Biomarker: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Fertility & Reproduction","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolomics; Biomarker; Endometriosis; Biomarker discovery; Computational biology; Medicine; Bioinformatics; Biology; Internal medicine; Proteomics; Genetics","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":[0.005874947,0.001689558,0.009177337,0.01067759,0.0006021555,0.00277357,0.0019001,0.002023887,0.005327233],"category_scores_gemma":[0.02489031,0.0008355089,0.007251434,0.01058621,0.0007832312,0.002453377,0.001417939,0.001019223,0.000404776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800858,"about_ca_system_score_gemma":0.01036902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005380434,"about_ca_topic_score_gemma":0.01503316,"domain_scores_codex":[0.9954557,0.001424583,0.001656107,0.000408939,0.0008918506,0.0001626485],"domain_scores_gemma":[0.9798075,0.01450134,0.003574712,0.0002723307,0.001610282,0.0002339074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001533815,0.00001150976,0.0007188385,0.9671528,0.006103299,0.00008971106,0.000081024,0.000065133,0.0001135289,0.0001400357,0.001025204,0.02434543],"study_design_scores_gemma":[0.0002023972,0.0002268448,0.005189365,0.8856605,0.08641087,0.0005256889,0.0002084243,0.0001124292,0.000180905,0.0003168259,0.02092057,0.00004511908],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005061625,0.9986105,0.00009001169,0.0002043391,0.00006267072,0.0001522796,0.0002363791,0.000005164175,0.0001324806],"genre_scores_gemma":[0.006758154,0.9919006,0.0003555175,0.0003470092,0.00006703608,0.0003052315,0.0001836842,0.000003109772,0.00007979026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01067759,"threshold_uncertainty_score":0.03107005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08745251911715005,"score_gpt":0.4155523314232733,"score_spread":0.3280998123061233,"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."}}