{"id":"W2600753441","doi":"10.1016/j.tcb.2017.03.001","title":"Disentangling a Bad Reputation: Changing Perceptions of Amyloids","year":2017,"lang":"en","type":"article","venue":"Trends in Cell Biology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Institute of General Medical Sciences; National Cancer Institute","keywords":"Biology; Reputation; Perception; Neuroscience; Social science; Sociology","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":[0.00009178488,0.00008127687,0.0001930163,0.0002999195,0.0001257967,0.000007475805,0.00008629585,0.00006406157,0.0005822974],"category_scores_gemma":[0.0000294007,0.00006632852,0.0000790651,0.0001075573,0.0001673032,0.00004278998,0.00006207523,0.00008617755,0.0000380346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000390049,"about_ca_system_score_gemma":0.00003462561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000536371,"about_ca_topic_score_gemma":0.00002710361,"domain_scores_codex":[0.9993103,0.00003355901,0.0001508131,0.0001870791,0.00007044528,0.0002477842],"domain_scores_gemma":[0.9994184,0.00003092123,0.00007713076,0.0003431342,0.00003295999,0.0000974831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482636,0.000375975,0.9532849,0.00002604245,0.000342856,0.0001020709,0.0004161866,0.000003123696,0.001481063,0.0001577524,0.0000522736,0.04360953],"study_design_scores_gemma":[0.004873978,0.0007850244,0.9862026,0.0001137777,0.0003089523,0.00002058213,0.0008520091,0.001350032,0.004426339,0.0005572174,0.0003192808,0.0001901974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721439,0.0009170891,0.00001429122,0.0003602243,0.0000718834,0.00008226965,0.00002962033,0.00001640932,0.02636427],"genre_scores_gemma":[0.9987856,0.0001324281,0.000318247,0.0000203887,0.0000759882,0.00002058205,0.000155072,0.000008314291,0.0004834116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04341933,"threshold_uncertainty_score":0.6375748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04552273627375215,"score_gpt":0.386158798913165,"score_spread":0.3406360626394128,"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."}}