{"id":"W2047413783","doi":"10.1177/1352458514528762","title":"Risk of relapse phenotype recurrence in multiple sclerosis","year":2014,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université Laval; Cégep de Lévis; Hôpital Notre-Dame","funders":"Fleni; Monash University","keywords":"Multiple sclerosis; Medicine; Phenotype; Oncology; Psychiatry; Biology; Genetics; Gene","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003660715,0.0005474515,0.001313482,0.0008724362,0.0005319662,0.0001053848,0.0006258593,0.000287173,0.0002763128],"category_scores_gemma":[0.01801175,0.0004644135,0.0005490683,0.001169878,0.0005717551,0.0004327816,0.0003452915,0.001933255,0.0001303953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816767,"about_ca_system_score_gemma":0.0002042867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007786779,"about_ca_topic_score_gemma":0.0007773202,"domain_scores_codex":[0.9939582,0.0009003382,0.001633959,0.0007489496,0.001547571,0.001210918],"domain_scores_gemma":[0.9946014,0.001993075,0.0008649006,0.000943662,0.0008727735,0.0007241648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001031564,0.0007987602,0.7830296,0.0001302792,0.0002053684,0.000007197791,0.0009404645,0.0004004553,0.1031631,0.00001649709,0.001985618,0.108291],"study_design_scores_gemma":[0.01126727,0.0007002248,0.9569483,0.001942352,0.0001249269,0.00002601186,0.0003795474,0.01770326,0.009145167,0.0000923047,0.001248596,0.0004220087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941814,0.001196557,0.001438809,0.0006483186,0.0006257726,0.0008118167,0.00008374918,0.00008438132,0.0009291735],"genre_scores_gemma":[0.9799994,0.008838929,0.01023914,0.0001426507,0.0005185339,0.00006641309,0.00001546557,0.00008967312,0.00008975084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1739187,"threshold_uncertainty_score":0.9997808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127080162147644,"score_gpt":0.2956423946437368,"score_spread":0.1829343784289723,"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."}}