{"id":"W4402582080","doi":"10.7224/1537-2073.2022-104","title":"Occupation-Based Intervention for People With Multiple Sclerosis: A Feasibility Study","year":2024,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Intervention (counseling); Physical therapy; Physical medicine and rehabilitation; Gerontology; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004803426,0.0001297145,0.0002763983,0.0003405587,0.00005656627,0.0001203035,0.0002053237,0.0000354429,0.00007411493],"category_scores_gemma":[0.0009023195,0.00009027385,0.0002985581,0.0001605936,0.00004221682,0.0001929083,0.00004255609,0.000214195,0.000005111417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004950141,"about_ca_system_score_gemma":0.0002559143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010588,"about_ca_topic_score_gemma":0.0008053498,"domain_scores_codex":[0.9981377,0.00006184167,0.0004607222,0.0002088374,0.0009876995,0.0001432398],"domain_scores_gemma":[0.9965264,0.0003643685,0.000152431,0.0001389706,0.002719213,0.00009867402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005479145,0.001307989,0.9542506,0.0004535355,0.001309743,0.00007103066,0.004399063,0.0003247804,0.002869807,0.00001062277,0.001613401,0.02791029],"study_design_scores_gemma":[0.01044248,0.00333208,0.9696869,0.002136698,0.0001928975,0.00003326186,0.007410216,0.003558438,0.002314523,0.00001329584,0.000764852,0.0001143398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865601,0.0009215415,0.009494622,0.001104793,0.0007090766,0.001000886,0.0001145179,0.00003452817,0.00005993467],"genre_scores_gemma":[0.9975138,0.00002449583,0.001759615,0.00005484695,0.0004517621,0.00009034676,0.00004446801,0.00002178275,0.00003883103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02779595,"threshold_uncertainty_score":0.3681261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07934138101332477,"score_gpt":0.3896136313391415,"score_spread":0.3102722503258167,"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."}}