{"id":"W4386592256","doi":"10.1002/dta.3572","title":"Insulin‐mimetic peptides in sports drug testing","year":2023,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Insulin; Drug; Chemistry; Peptide; Insulin receptor; Anabolism; Pharmacology; Chromatography; Biochemistry; Computational biology; Medicine; Biology; Internal medicine; Insulin resistance","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":[0.0005709864,0.0001328743,0.0002238337,0.0003352393,0.0001075524,0.00003663734,0.00008635772,0.00004892374,0.000004066397],"category_scores_gemma":[0.0009186598,0.000130557,0.00007794429,0.00205671,0.00004101715,0.000005147606,0.00008539124,0.00008132324,0.000004503853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004161526,"about_ca_system_score_gemma":0.00002036564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003241213,"about_ca_topic_score_gemma":0.0000855171,"domain_scores_codex":[0.9989357,0.00006213335,0.0002498977,0.0003779092,0.0001308567,0.0002434824],"domain_scores_gemma":[0.9994474,0.000115986,0.00008566834,0.0002066708,0.00007265792,0.00007161509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008743587,0.00004532006,0.9101417,0.00004754123,0.00006473219,0.00002546505,0.0001261276,0.001018835,0.0493053,0.000004940734,0.0003693555,0.03884196],"study_design_scores_gemma":[0.0004842881,0.0000213242,0.9747652,0.00007220678,0.0003203588,0.000006204388,0.0002711165,0.01727425,0.005420901,0.0004599931,0.0005916022,0.0003125095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983765,0.0007638618,0.00004182175,0.00009219876,0.00003192514,0.00005600961,0.00001117301,0.00005558241,0.000570878],"genre_scores_gemma":[0.9961559,0.000204651,0.002918729,0.00006356896,0.0001481376,0.00001180131,0.0001459323,0.00001398435,0.0003372808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06462356,"threshold_uncertainty_score":0.532396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161249558108187,"score_gpt":0.2463132674187433,"score_spread":0.2301883116079246,"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."}}