{"id":"W2037238429","doi":"10.4155/bio.12.213","title":"Conference Report: 6Th Gcc Focus on Lba: Critical Reagents, Positive Controls And Reference Standards; Specificity For Endogenous Compounds; Biomarkers; Biosimilars","year":2012,"lang":"en","type":"article","venue":"Bioanalysis","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Council of Ontario Universities","funders":"","keywords":"Biosimilar; Bioanalysis; Guideline; Political science; Agency (philosophy); Pharmacology; Medicine; Chemistry; Internal medicine; Chromatography; Pathology","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":[0.01731635,0.002751848,0.001052489,0.00202739,0.002839061,0.005938679,0.003030899,0.01427998,0.06486622],"category_scores_gemma":[0.007840443,0.0007910858,0.001780088,0.0009094432,0.001364658,0.002898243,0.005184204,0.009798855,0.02730614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355226,"about_ca_system_score_gemma":0.009588124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219871,"about_ca_topic_score_gemma":0.004531808,"domain_scores_codex":[0.9931725,0.001573694,0.0003695809,0.0008576877,0.002657313,0.001369275],"domain_scores_gemma":[0.9848802,0.00186206,0.001341615,0.0005274272,0.00694209,0.004446651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004508962,0.0002418194,0.0004925142,0.000584897,0.00002729127,0.0004945321,0.0001995078,0.0002958293,0.005993459,0.002087874,0.9623475,0.02678392],"study_design_scores_gemma":[0.00004741881,0.0001813292,0.001258921,0.0002637185,0.00001613347,0.0002356568,0.0001970147,0.0001921768,0.002188245,0.0009109961,0.994482,0.00002634979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01975138,0.05028228,0.02291857,0.3339055,0.3838874,0.00510214,0.004420221,0.00112204,0.1786105],"genre_scores_gemma":[0.05818692,0.01468098,0.01536374,0.07217999,0.1131538,0.002654606,0.005596458,0.001287921,0.7168956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06486622,"threshold_uncertainty_score":0.2169991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07433232041568684,"score_gpt":0.3367053056285476,"score_spread":0.2623729852128607,"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."}}