{"id":"W4386496878","doi":"10.1037/rep0000517","title":"Predicting physical activity for people with multiple sclerosis: The role of exercise-related cognitive errors.","year":2023,"lang":"en","type":"article","venue":"Rehabilitation Psychology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Brock University","keywords":"Multiple sclerosis; Psychology; Cognition; Physical medicine and rehabilitation; Physical activity; Clinical psychology; Gerontology; Cognitive psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005888838,0.0001498042,0.000439827,0.0001701816,0.0001794099,0.00000603863,0.0000986762,0.00008876871,0.00001517711],"category_scores_gemma":[0.003349179,0.00009867465,0.0001540394,0.0008108644,0.0004814799,0.00008545268,0.00005013694,0.0002273241,0.00002721288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003375006,"about_ca_system_score_gemma":0.00004944771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006611293,"about_ca_topic_score_gemma":0.00005362444,"domain_scores_codex":[0.9985046,0.0001735492,0.0002366228,0.000409227,0.0003328951,0.0003430388],"domain_scores_gemma":[0.9945632,0.004411141,0.0001512698,0.0003113082,0.0004879294,0.00007511295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004825894,0.001419826,0.7819457,0.000466798,0.0004200878,6.238939e-7,0.02749858,0.0001049909,0.09556012,0.000109225,0.0008476986,0.08680044],"study_design_scores_gemma":[0.003950056,0.001680216,0.9708458,0.0003827405,0.000106699,0.000001719307,0.008692455,0.01161471,0.002210474,0.0003594329,0.00006657581,0.00008911834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931542,0.0000776114,0.0001393824,0.00355281,0.00007592401,0.002442082,0.00007307719,0.0001385112,0.0003464586],"genre_scores_gemma":[0.997983,0.00005979596,0.0004317405,0.00002419696,0.00004803346,0.001331565,0.00003487443,0.00003173007,0.00005508728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889001,"threshold_uncertainty_score":0.4023835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415622346845822,"score_gpt":0.3631821154055844,"score_spread":0.3190258919371262,"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."}}