{"id":"W2337771086","doi":"10.1007/s00216-016-9412-4","title":"Phenylbutazone purity challenge","year":2016,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Phenylbutazone; Chemistry; Medical laboratory; Environmental chemistry; Biochemical engineering; Chromatography; Engineering; Pharmacology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008261497,0.001140961,0.000901363,0.001599499,0.002644524,0.003629114,0.002633715,0.002832984,0.0119043],"category_scores_gemma":[0.01353081,0.001281725,0.0005869903,0.0007872971,0.002327024,0.003185133,0.00520233,0.008480229,0.01381356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639908,"about_ca_system_score_gemma":0.004909984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002961552,"about_ca_topic_score_gemma":0.00304359,"domain_scores_codex":[0.9863861,0.00225259,0.0004415454,0.001496514,0.008477134,0.0009460968],"domain_scores_gemma":[0.9865496,0.003086223,0.000862411,0.002340543,0.00634378,0.0008174832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000822358,0.0002589715,0.001710386,0.000655974,0.0001211365,0.001237513,0.0006476769,0.0007561009,0.7452151,0.04647318,0.06989247,0.1322091],"study_design_scores_gemma":[0.00005144537,0.0003638682,0.0007936986,0.0001744918,0.00005894126,0.002668979,0.0003892633,0.003245455,0.713603,0.01068098,0.2679227,0.00004715655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08498272,0.009445664,0.6584774,0.08885276,0.007769128,0.002022686,0.00292097,0.01239485,0.1331339],"genre_scores_gemma":[0.3834024,0.01379249,0.3946113,0.04120832,0.003818134,0.001466865,0.005972418,0.006376041,0.149352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0119043,"threshold_uncertainty_score":0.04369152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156092115837526,"score_gpt":0.2990167133391603,"score_spread":0.277455792180785,"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."}}