{"id":"W2274742391","doi":"10.1177/1352458515588582","title":"In multiple sclerosis anxiety, not depression, is related to gender","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Multiple sclerosis; Population; Etiology; Psychiatry; Psychology; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002551593,0.000738098,0.001229074,0.00116252,0.0005989833,0.0003015643,0.0007027621,0.0004435457,0.0005030389],"category_scores_gemma":[0.004681477,0.0006296922,0.0005168474,0.001636427,0.0002632764,0.0007736686,0.0007368981,0.001786564,0.0007567426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100179,"about_ca_system_score_gemma":0.0004203882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007808746,"about_ca_topic_score_gemma":0.0002995307,"domain_scores_codex":[0.992399,0.0004416471,0.001712877,0.001128911,0.002535375,0.001782217],"domain_scores_gemma":[0.9946985,0.0004508992,0.0003837405,0.001009845,0.001295556,0.002161504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001249351,0.0007814004,0.6918887,0.00005179362,0.0002104953,0.00006482859,0.003426056,0.0007808863,0.1461778,0.00000347746,0.1415877,0.01377757],"study_design_scores_gemma":[0.01744986,0.0003166727,0.9280213,0.0008267441,0.00008364584,0.0002009713,0.00105535,0.005104356,0.03340077,0.00007727396,0.01275549,0.0007076275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871336,0.001124774,0.000417019,0.006721602,0.001002576,0.001523603,0.0001017198,0.0001840266,0.001791095],"genre_scores_gemma":[0.9847367,0.001273277,0.008913897,0.003075884,0.0005861121,0.0001823042,0.00002528383,0.0001666858,0.001039896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2361326,"threshold_uncertainty_score":0.9996154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416907581650651,"score_gpt":0.3399909825279699,"score_spread":0.09830022436290486,"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."}}