{"id":"W2166033642","doi":"10.1002/pro.590","title":"Discordant and chameleon sequences: Their distribution and implications for amyloidogenicity","year":2011,"lang":"en","type":"article","venue":"Protein Science","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Computational biology; Protein secondary structure; Evolutionary biology; Biology; Protein folding; Sequence (biology); Amyloid fibril; Protein structure; Protein structure prediction; Amyloid (mycology); Genetics; Biochemistry; Medicine; Amyloid β","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008284967,0.0002608113,0.0003477691,0.002827527,0.0004988142,0.0005676267,0.0002092666,0.0004499659,0.001249484],"category_scores_gemma":[0.003099566,0.0001491769,0.0002693867,0.001318152,0.0006312507,0.0005039227,0.0005267893,0.0002694689,0.00029363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801161,"about_ca_system_score_gemma":0.0001324225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433043,"about_ca_topic_score_gemma":0.0004790679,"domain_scores_codex":[0.9994474,0.0001431951,0.00007019621,0.0001589205,0.0001109226,0.00006933977],"domain_scores_gemma":[0.9961845,0.001493264,0.001441669,0.0003288316,0.0002430788,0.0003085998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001703882,0.0000871114,0.6775671,0.0002909682,0.0002423424,0.001245555,0.000938305,0.001186224,0.2993457,0.0007097049,0.0002004203,0.01648269],"study_design_scores_gemma":[0.00001605338,0.0001910394,0.9636751,0.00003191609,0.0001065559,0.003921924,0.0005824432,0.004922369,0.02351754,0.001878386,0.001128703,0.00002791539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984541,0.00048274,0.0006083801,0.00001399213,0.000001521904,0.000003998549,0.0001398683,0.000009971963,0.0002854227],"genre_scores_gemma":[0.998566,0.0001504245,0.0008505189,0.00001287629,0.000004687006,0.000006925678,0.0003189446,0.000004317522,0.00008546906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002827527,"threshold_uncertainty_score":0.004381537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113082519733472,"score_gpt":0.2570878448695451,"score_spread":0.2359570196722104,"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."}}