{"id":"W2508895183","doi":"","title":"Transferability study of CHO cell clustering assays for monitoring of pertussis toxin activity in acellular pertussis vaccines.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Adjuvant; Pertussis toxin; Pertussis vaccine; Transferability; Chemistry; Pharmacology; Medicine; Immunology; Antibody; Immunization; Biochemistry; Computer science; G protein; Receptor","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":[0.001990417,0.00118865,0.0007065504,0.001172554,0.0002681564,0.0005134539,0.0008406859,0.0009721779,0.0008832054],"category_scores_gemma":[0.004151624,0.0004463973,0.0008374015,0.0008976741,0.0004566307,0.0003598099,0.0008893522,0.0007872964,0.0008256433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004247969,"about_ca_system_score_gemma":0.0003971978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653697,"about_ca_topic_score_gemma":0.001570666,"domain_scores_codex":[0.9958741,0.001317945,0.0003058295,0.0006315336,0.001629292,0.0002413093],"domain_scores_gemma":[0.9962696,0.001273308,0.0006738805,0.0005783839,0.001086417,0.0001184336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000526708,0.00004269794,0.000429565,0.00004575219,0.000017152,0.00001867684,0.00004803026,0.00007848928,0.9976573,0.00001282089,0.00001655938,0.001580311],"study_design_scores_gemma":[0.00001094183,0.001448568,0.00734496,0.000007572078,0.0000823903,0.0002955766,0.00005158548,0.0009087578,0.98906,0.00002482848,0.0007458625,0.00001883083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8392903,0.003264103,0.1491461,0.0001904399,0.0001264346,0.001583821,0.001135792,0.0006354685,0.004627551],"genre_scores_gemma":[0.8878075,0.001487048,0.1023571,0.0001500575,0.00005228037,0.0009128817,0.002490341,0.0001358475,0.004606914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001990417,"threshold_uncertainty_score":0.01052648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05774694182339488,"score_gpt":0.2983297617195462,"score_spread":0.2405828198961513,"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."}}