{"id":"W3111875431","doi":"10.1002/alz.045757","title":"Epitope prediction for oligomer‐selective antibodies in tau and Aβ","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amorfix (Canada); University of British Columbia","funders":"","keywords":"Epitope; Oligomer; Antibody; Fibril; Chemistry; Linear epitope; Conformational epitope; Biophysics; In vitro; Biochemistry; Cell biology; Biology; Immunology","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":[0.0004151482,0.0005829058,0.0004867147,0.0003612878,0.0002595269,0.0003929139,0.0004910642,0.0006441714,0.001164858],"category_scores_gemma":[0.0006836493,0.0002584826,0.0004301524,0.0002059528,0.0001912385,0.0002972982,0.0003249888,0.0005198937,0.0001452585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289254,"about_ca_system_score_gemma":0.0008145918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004003481,"about_ca_topic_score_gemma":0.003532625,"domain_scores_codex":[0.9999111,0.00003193143,0.000004064225,0.00002006627,0.00001731895,0.00001563895],"domain_scores_gemma":[0.99972,0.0001579144,0.00003161632,0.00001285586,0.00005022992,0.00002736029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001441839,0.0001471966,0.002586394,0.00005443194,0.00003657519,0.0000983425,0.00002318846,0.9776052,0.00863538,0.001340438,0.0003110846,0.009017644],"study_design_scores_gemma":[0.00001590476,0.00003234331,0.0001204697,0.000001965875,0.000004236567,0.000005636769,0.000004256119,0.9979435,0.001395673,0.000381739,0.00009254232,0.000001711716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.794506,0.0003350607,0.2002105,0.0003259127,0.00004294703,0.0001080214,0.0002375735,0.0007309443,0.003503046],"genre_scores_gemma":[0.9163087,0.0001436093,0.08208772,0.0001049482,0.00001525318,0.0001251127,0.0003100359,0.00005334423,0.0008512973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004003481,"threshold_uncertainty_score":0.007960379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001866308756076,"score_gpt":0.3008684095806727,"score_spread":0.260849746493112,"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."}}