{"id":"W2344911480","doi":"10.1093/ije/dyv097.266","title":"Progress toward Making a Hia Protein-Polysaccharide Conjugate.","year":2015,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Conjugate; Polysaccharide; Medicine; Biology; Biochemistry; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126593,0.0001015021,0.0002007256,0.00009637588,0.00001649571,0.00001411549,0.0003319556,0.0001110188,0.00003408128],"category_scores_gemma":[0.002270343,0.00008617422,0.0001009746,0.00003939898,0.00009856048,0.00001543161,0.00008522516,0.0001378891,0.00001284961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003966784,"about_ca_system_score_gemma":0.0001385373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003137829,"about_ca_topic_score_gemma":0.000001596903,"domain_scores_codex":[0.9986964,0.0002385859,0.0005769133,0.000171957,0.0001612956,0.0001547787],"domain_scores_gemma":[0.9983211,0.00002335815,0.0006212007,0.0001168988,0.0008171421,0.000100343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002711875,0.0003781225,0.1142821,0.00002934102,0.0009460325,0.0001218181,0.0004703715,0.0004679055,0.799368,0.01237443,0.03390751,0.03494251],"study_design_scores_gemma":[0.003754384,0.001880764,0.01435409,0.0002197311,0.0000664413,0.003349039,0.0004043844,0.0003548697,0.2477722,0.01231031,0.7149194,0.0006144231],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955936,0.00181331,0.02229628,0.01646603,0.00294436,0.0001439104,0.00001105039,0.00001277326,0.000376305],"genre_scores_gemma":[0.9905137,0.00008514588,0.005466776,0.001784391,0.001866746,0.000007625391,0.00003410356,0.00001264733,0.0002288273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6810119,"threshold_uncertainty_score":0.3514083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07582399127675275,"score_gpt":0.370096692971205,"score_spread":0.2942727016944522,"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."}}