{"id":"W4399303537","doi":"10.1136/ard-2024-226025","title":"Eng Meng Tan","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; South Health Campus","funders":"","keywords":"Medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006051945,0.000589252,0.0003264414,0.0006817601,0.0006325762,0.001583752,0.0003783009,0.0007000046,0.2441853],"category_scores_gemma":[0.002096405,0.0001455415,0.0001459917,0.0003520868,0.0002703588,0.0009604787,0.001263363,0.001212893,0.156036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816813,"about_ca_system_score_gemma":0.001082991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005283442,"about_ca_topic_score_gemma":0.000786307,"domain_scores_codex":[0.9996549,0.00004930043,0.00001635506,0.00009586074,0.0001510334,0.00003265166],"domain_scores_gemma":[0.9992647,0.0001141947,0.00004077356,0.00004534924,0.00026582,0.0002691474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003652626,0.00003052826,0.0006402936,0.00018421,0.000008008028,0.0003444753,0.000153322,0.0001451188,0.0008303432,0.0120177,0.5857596,0.3998497],"study_design_scores_gemma":[0.000002486414,0.00001007787,0.0002206045,0.00004036213,0.000003198647,0.0002510563,0.00005666446,0.00006450975,0.0001965599,0.001166316,0.997985,0.000003228488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005774386,0.04512866,0.01722354,0.08274227,0.06435237,0.0001630137,0.001394919,0.001430605,0.7817903],"genre_scores_gemma":[0.009160228,0.01104391,0.002237821,0.004466383,0.003189673,0.00005856499,0.000288256,0.0001486466,0.9694065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7558147,"threshold_uncertainty_score":0.8168811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550249554853143,"score_gpt":0.329649989249061,"score_spread":0.2541474937005295,"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."}}