{"id":"W7135786423","doi":"","title":"Multiple Sclerosis","year":2012,"lang":"en","type":"book","venue":"Explore Bristol Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003769479,0.0007367203,0.001505816,0.001594449,0.0007707276,0.0001479025,0.0008941721,0.0008908501,0.00235752],"category_scores_gemma":[0.005637543,0.0006570776,0.0006123869,0.0006723432,0.001679484,0.0002483097,0.001664539,0.004870589,0.01052125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650406,"about_ca_system_score_gemma":0.002168065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132328,"about_ca_topic_score_gemma":0.00008323582,"domain_scores_codex":[0.9890425,0.0005202453,0.0008141054,0.001287628,0.005684294,0.002651232],"domain_scores_gemma":[0.9919141,0.002072721,0.0001731686,0.002118397,0.002250364,0.001471268],"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":[0.0005445695,0.0004483653,0.001872403,0.001013261,0.0004600135,0.0001317963,0.001049996,2.919572e-7,0.001944293,0.000170807,0.9405007,0.05186348],"study_design_scores_gemma":[0.002121704,0.0005184031,0.01220822,0.00208721,0.00009123198,0.00003077824,0.0004098715,0.00004584129,0.0007621974,0.0002475973,0.98089,0.0005869974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002293869,0.02382534,0.0000436356,0.002766986,0.000680636,0.004961932,0.0003260987,0.000449659,0.9646518],"genre_scores_gemma":[0.03853289,0.01186571,0.0007719815,0.0001375435,0.004225207,0.001115161,0.000674892,0.0004206291,0.942256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05127648,"threshold_uncertainty_score":0.9995881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.514999530664387,"score_gpt":0.4308714167714091,"score_spread":0.08412811389297786,"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."}}