{"id":"W1969192059","doi":"10.1016/j.tem.2014.08.004","title":"Pregnancy testing with hCG – future prospects","year":2014,"lang":"en","type":"article","venue":"Trends in Endocrinology and Metabolism","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Food and Drug Administration; World Anti-Doping Agency","keywords":"Human chorionic gonadotropin; Pregnancy; Pregnancy test; Gynecology; Medicine; Obstetrics; Medical physics; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005057426,0.0001525199,0.0003232098,0.0001919891,0.00005617951,0.000007474498,0.00005762801,0.00008299384,0.0000206707],"category_scores_gemma":[0.0002042086,0.0001082805,0.00002184553,0.0002860896,0.0001187737,0.00005393251,0.00004708723,0.0003073833,0.000005744387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000640947,"about_ca_system_score_gemma":0.00001653352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005310556,"about_ca_topic_score_gemma":0.0000584118,"domain_scores_codex":[0.9990723,0.0000413167,0.000142654,0.0002778257,0.00009216392,0.0003738096],"domain_scores_gemma":[0.9994832,0.0001221999,0.00004744515,0.0002107192,0.00003325766,0.0001031773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001845467,0.0001262854,0.1871345,0.00004486662,0.00003952685,0.0002779522,0.000218184,0.000006998747,0.0001788546,0.03641812,0.000196701,0.7751734],"study_design_scores_gemma":[0.003372598,0.000274066,0.9717102,0.0001915276,0.0001118891,0.00067356,0.00004061391,0.00007854631,0.0007663277,0.0008487189,0.02177757,0.0001543596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8530347,0.01619605,0.000194638,0.00247547,0.0005952029,0.0002307739,0.000008738896,0.0002882056,0.1269762],"genre_scores_gemma":[0.9916546,0.0001825455,0.006477855,0.0002383503,0.0004528477,0.00003016226,0.00001381018,0.00001519851,0.0009346035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7845757,"threshold_uncertainty_score":0.4415552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829976796016592,"score_gpt":0.2669992219997844,"score_spread":0.2486994540396185,"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."}}