{"id":"W7036049075","doi":"","title":"Applications of mass spectrometry in clinical chemistry and biomedical research","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mass spectrometry; Urine; Nephrotoxicity; Liquid chromatography–mass spectrometry; Urinary system; Quantitative analysis (chemistry); Tandem mass spectrometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005621622,0.001178134,0.001193468,0.00457078,0.001138372,0.002713273,0.001139276,0.003112606,0.03343104],"category_scores_gemma":[0.004386014,0.000677263,0.001022656,0.003059189,0.002110293,0.001964918,0.00219012,0.002902092,0.02770351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471296,"about_ca_system_score_gemma":0.002719888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006408295,"about_ca_topic_score_gemma":0.0009355645,"domain_scores_codex":[0.9961434,0.001374749,0.0002849295,0.000463997,0.001545132,0.0001878496],"domain_scores_gemma":[0.9964961,0.001142465,0.0002961253,0.0003838924,0.001395162,0.0002861738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000294271,0.0001557337,0.00323231,0.003641855,0.00014148,0.0007104077,0.0003357758,0.0007328523,0.05883458,0.03985108,0.1173508,0.7747188],"study_design_scores_gemma":[0.00005042395,0.0002897614,0.006091982,0.001396141,0.0000649026,0.003794139,0.0001730932,0.001186242,0.02396543,0.03414738,0.9287556,0.00008496518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006411422,0.4989085,0.2653847,0.03187372,0.01188126,0.0008041076,0.002359665,0.004445439,0.1779312],"genre_scores_gemma":[0.06590824,0.3902523,0.3780828,0.01363869,0.01068143,0.001607207,0.002968714,0.0009084087,0.1359522],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03343104,"threshold_uncertainty_score":0.1118379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845924771458321,"score_gpt":0.3399858622838887,"score_spread":0.3115266145693055,"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."}}