{"id":"W1996771233","doi":"10.1177/1352458507076989","title":"Binding antibodies: Vancouver's perspective","year":2007,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Antibody; Medicine; Interferon beta; Immunology; Perspective (graphical); Interferon","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002216547,0.0003769594,0.0006485737,0.0007285876,0.0009909751,0.0001525502,0.0002912405,0.000164208,0.0004228877],"category_scores_gemma":[0.003250269,0.0003055944,0.0004519374,0.0006573338,0.0003368047,0.0003734921,0.0002001852,0.00121644,0.0001784335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158469,"about_ca_system_score_gemma":0.0001892814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001546619,"about_ca_topic_score_gemma":0.0006368537,"domain_scores_codex":[0.9960853,0.00009885753,0.0007378451,0.0004970015,0.001317646,0.001263344],"domain_scores_gemma":[0.9967292,0.0006253064,0.0002801086,0.0004057459,0.001144621,0.0008150217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001126829,0.0006448124,0.5594344,0.00006541473,0.0007410786,0.0002754997,0.003398861,0.00002521525,0.3666531,0.00006443084,0.03641831,0.03115199],"study_design_scores_gemma":[0.007416079,0.0005245005,0.9349723,0.0007213754,0.0001171422,0.0002710331,0.01759212,0.0004694662,0.02883921,0.00006174301,0.00853892,0.0004760688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784014,0.001087613,0.003330871,0.001068464,0.001570021,0.0006623274,0.00002701525,0.0001943024,0.01365798],"genre_scores_gemma":[0.9875341,0.00175635,0.00804028,0.0002924453,0.001422014,0.000009629067,0.000004259171,0.00007069722,0.0008701903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3755379,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09803620989031762,"score_gpt":0.3399826878967504,"score_spread":0.2419464780064328,"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."}}