{"id":"W2055892733","doi":"10.1556/achrom.27.2015.2.2","title":"Chemometric-assisted determination of some bisphosphonates and their related substances in pharmaceutical forms by ion chromatography with inverse UV detection","year":2014,"lang":"en","type":"article","venue":"Acta Chromatographica","topic":"Bone health and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromatography; Chemistry; Analyte; Factorial experiment; Phosphoric acid; Calibration curve; High-performance liquid chromatography; Detection limit; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002601686,0.0002545165,0.0004698082,0.0009117286,0.00009019016,0.00001388111,0.00006320581,0.0002186419,0.00001103148],"category_scores_gemma":[0.00006011486,0.000176806,0.00008496583,0.002670227,0.0003054988,0.0002774857,0.00001771606,0.000238241,0.00000114298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003900681,"about_ca_system_score_gemma":0.00003814761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873514,"about_ca_topic_score_gemma":0.0002505087,"domain_scores_codex":[0.998524,0.00006114769,0.0004528683,0.0003623502,0.0002538658,0.0003457979],"domain_scores_gemma":[0.9990488,0.0001552825,0.0002413173,0.0002251088,0.00009184475,0.0002376407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272024,0.001281913,0.7145283,0.0008558626,0.0002721201,0.00002373047,0.0005583066,1.128556e-7,0.1592461,0.0001525379,0.00006214602,0.1217469],"study_design_scores_gemma":[0.01113736,0.001794188,0.6910887,0.0004717318,0.0001851053,0.0002752309,0.0002384591,0.002223622,0.2906761,0.0007721047,0.0007919612,0.0003454299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972706,0.001475816,0.00004649067,0.0003136098,0.00005289279,0.0005452658,0.000008781568,0.00009479176,0.0001917444],"genre_scores_gemma":[0.9980927,0.001345653,0.0002748441,0.0001268615,0.000006151735,0.00005836015,0.00005647913,0.00003045778,0.000008532287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314301,"threshold_uncertainty_score":0.7209941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009474699325973963,"score_gpt":0.2520143056111339,"score_spread":0.2425396062851599,"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."}}