{"id":"W2947139618","doi":"10.1016/j.clinms.2019.05.006","title":"A brief update on mass spectrometry applications to routine clinical endocrinology","year":2019,"lang":"en","type":"review","venue":"Clinical mass spectrometry","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mass spectrometry; Computational biology; Immunoassay; Standardization; Workflow; Computer science; Chemistry; Medicine; Chromatography; Biology","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":[0.001411377,0.0009992018,0.001266788,0.004159739,0.000296427,0.001470041,0.001123914,0.001612238,0.008698042],"category_scores_gemma":[0.003067859,0.000391903,0.0008109165,0.002826009,0.0005779281,0.001753326,0.0009757571,0.002018972,0.006496688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885129,"about_ca_system_score_gemma":0.001484736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100937,"about_ca_topic_score_gemma":0.002370713,"domain_scores_codex":[0.9995039,0.000110039,0.00009611234,0.00008730697,0.0001677334,0.00003487863],"domain_scores_gemma":[0.9980912,0.00117323,0.0001619947,0.00004836539,0.0004357277,0.00008951191],"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":[0.0001181103,0.00005579526,0.0003175449,0.01743029,0.0001321792,0.000417633,0.00006495968,0.0001574969,0.001493661,0.002560448,0.1621173,0.8151345],"study_design_scores_gemma":[0.0000137478,0.00004808577,0.0006409807,0.003379745,0.00009571464,0.001642601,0.00003239367,0.00004876426,0.0002532083,0.001200355,0.9926257,0.00001866673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007651526,0.9958804,0.0002440831,0.0006901113,0.001503827,0.000007365354,0.00007581374,0.0000193254,0.00150264],"genre_scores_gemma":[0.0004768905,0.9937599,0.0004899389,0.001225586,0.002272941,0.00001448376,0.0001714991,0.000006235182,0.001582536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008698042,"threshold_uncertainty_score":0.02909786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542651884063184,"score_gpt":0.4700687684570662,"score_spread":0.3158035800507477,"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."}}