{"id":"W2891746576","doi":"10.1002/dta.2506","title":"Longitudinally monitoring of P‐III‐NP, IGF‐I, and GH‐2000 score increases the probability of detecting two weeks’ administration of low‐dose recombinant growth hormone compared to GH‐2000 decision limit and GH isoform test and micro RNA markers","year":2018,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Growth hormone; Gene isoform; Medicine; Population; Internal medicine; Endocrinology; Hormone; Chemistry; Gene; Biochemistry","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":[0.001107866,0.0003017387,0.0008766216,0.0003966251,0.0002941008,0.00005372695,0.0001156004,0.00008554842,0.000003918063],"category_scores_gemma":[0.002844292,0.0002249341,0.0001113508,0.001285768,0.0004301593,0.0001767405,0.0001521045,0.0001939605,2.824362e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005341307,"about_ca_system_score_gemma":0.0001426127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726271,"about_ca_topic_score_gemma":0.0002091997,"domain_scores_codex":[0.9978172,0.00008568513,0.0009331662,0.0005233223,0.0003401283,0.000300554],"domain_scores_gemma":[0.9965069,0.001758,0.0005394032,0.0003548914,0.0005927978,0.0002480335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008023851,0.0002510881,0.9416103,0.0002750573,0.0002978754,0.000007056564,0.001299036,0.000004484347,0.03907213,0.000001709651,0.00001858836,0.01636028],"study_design_scores_gemma":[0.001719855,0.001352597,0.9539868,0.0007237597,0.001529556,0.0000532178,0.001142317,0.002451095,0.0366438,0.0001728535,0.000001930179,0.0002222801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981282,0.001052924,0.00007825517,0.0001130955,0.00002758966,0.0004438142,0.00002537944,0.00002890566,0.0001018418],"genre_scores_gemma":[0.9931477,0.0001890688,0.006522442,0.00001818187,0.00006619617,0.00001127908,0.000009388456,0.00001891614,0.00001677371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016138,"threshold_uncertainty_score":0.9172547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278317897910513,"score_gpt":0.2699708035600178,"score_spread":0.2421390137689665,"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."}}