{"id":"W2059799806","doi":"10.4155/bio.11.47","title":"Conference Report: The 1St Conference in Asia-Pacific on Recent Issues in Bioanalysis","year":2011,"lang":"en","type":"article","venue":"Bioanalysis","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BioPhage Pharma (Canada)","funders":"U.S. Food and Drug Administration; Korea Food and Drug Administration","keywords":"Excellence; Asia pacific; Political science; Library science; Bioanalysis; Business; Computer science; Nanotechnology; International trade; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007123907,0.002370521,0.001198346,0.001800161,0.002700973,0.007351465,0.002423196,0.005550112,0.1043015],"category_scores_gemma":[0.005869809,0.0005897867,0.001367189,0.001341431,0.0009627503,0.004078832,0.003720922,0.007414418,0.04127169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135958,"about_ca_system_score_gemma":0.00912731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311719,"about_ca_topic_score_gemma":0.003884559,"domain_scores_codex":[0.9973333,0.0004316153,0.0001554376,0.0004101945,0.001159422,0.0005100644],"domain_scores_gemma":[0.9896587,0.0006527872,0.0004520609,0.0002284011,0.005948666,0.003059497],"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":[0.000139605,0.000108483,0.0002527677,0.0004288396,0.00001800152,0.0001684694,0.00009709542,0.0001103637,0.0009662723,0.0006718811,0.9629795,0.03405871],"study_design_scores_gemma":[0.00002193125,0.0000956853,0.0006524067,0.0001987871,0.00001661389,0.00012565,0.0002137217,0.0001074055,0.0007051293,0.0004874511,0.9973564,0.00001883203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00433178,0.07169439,0.006596609,0.1782522,0.6246343,0.002105999,0.002855837,0.0005114436,0.1090176],"genre_scores_gemma":[0.02275482,0.05053134,0.006600041,0.03667418,0.147111,0.001343994,0.004298624,0.0007676276,0.7299184],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1043015,"threshold_uncertainty_score":0.3489231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883064087309833,"score_gpt":0.3123830651235566,"score_spread":0.2240766563925733,"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."}}