{"id":"W2277678861","doi":"10.4088/pcc.15br01815","title":"Episodic Mood Changes Preceding an Exacerbation of Multiple Sclerosis","year":2015,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Exacerbation; Mood; Multiple sclerosis; Psychology; Cognitive psychology; Medicine; Clinical psychology; Psychiatry; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0001762653,0.0001783323,0.0003861196,0.0003780248,0.0009854307,0.0003536836,0.0001339501,0.0007202255,0.001200765],"category_scores_gemma":[0.001738945,0.0001145673,0.0001976417,0.0003113909,0.0002253003,0.000218779,0.0003448853,0.0007339578,0.0001906333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002996186,"about_ca_system_score_gemma":0.0001588958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903547,"about_ca_topic_score_gemma":0.003882047,"domain_scores_codex":[0.9997854,0.00005127728,0.00002784677,0.00003315598,0.0000462368,0.00005604437],"domain_scores_gemma":[0.9994312,0.000175278,0.0001738009,0.0000218861,0.00006363593,0.0001341267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0009569249,0.0004661914,0.4652755,0.0002984786,0.0001234738,0.4779094,0.004758276,0.0002462628,0.01043433,0.0005007584,0.00186615,0.03716431],"study_design_scores_gemma":[0.00002964497,0.0009515509,0.6685428,0.0001338543,0.00009090661,0.3230935,0.001314172,0.000331111,0.0009309921,0.000340966,0.004208849,0.00003162619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887966,0.001996693,0.0003150412,0.0009532288,0.00009513942,0.00004368568,0.00008037569,0.00001880299,0.007700446],"genre_scores_gemma":[0.9981654,0.0005919392,0.0001120535,0.0003869046,0.0001010989,0.00000477961,0.00002673993,0.000001582109,0.0006095154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903547,"threshold_uncertainty_score":0.004016936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194939388466237,"score_gpt":0.3163061989659192,"score_spread":0.1968122601192955,"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."}}