{"id":"W4379966936","doi":"10.1177/13524585231175975","title":"Clinical course of multiple sclerosis and patient experiences during breast cancer treatment","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institutes of Health; National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Breast cancer; Medicine; Oncology; Cancer; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001762504,0.00008198091,0.0002309291,0.000486821,0.001471337,0.001335653,0.0003259152,0.0003294054,0.001174503],"category_scores_gemma":[0.008861173,0.0001221417,0.0002149519,0.0006755177,0.0009943566,0.0009052977,0.001145669,0.000670394,0.00008815576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380479,"about_ca_system_score_gemma":0.00137917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005724726,"about_ca_topic_score_gemma":0.008368134,"domain_scores_codex":[0.9983693,0.001003891,0.0001361246,0.0000817642,0.0002163685,0.0001926195],"domain_scores_gemma":[0.9954246,0.001894095,0.001572515,0.00007010127,0.0003583507,0.0006803127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002134086,0.0001788871,0.6568608,0.0003374096,0.00007592262,0.002275322,0.3160584,0.0001772903,0.0007960908,0.0005417629,0.001696069,0.02078861],"study_design_scores_gemma":[0.00001398701,0.0003732569,0.4435982,0.0002959119,0.00003550391,0.005298507,0.5429585,0.0002359257,0.0003768598,0.0003150967,0.00644575,0.00005242516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977795,0.0004272199,0.00004891933,0.000531406,0.000007111367,0.00001257553,0.00006072373,0.000002255319,0.001130246],"genre_scores_gemma":[0.9994614,0.0002795229,0.00004437324,0.00008171184,0.000003210468,0.000008746663,0.00002857993,9.141401e-7,0.00009167959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005724726,"threshold_uncertainty_score":0.01138282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1662670230120726,"score_gpt":0.3707497527831853,"score_spread":0.2044827297711128,"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."}}