{"id":"W2948265715","doi":"10.1016/j.msard.2019.05.029","title":"Emotional expressions associated with therapeutic inertia in multiple sclerosis care","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Roche (Canada); St. Michael's Hospital","funders":"National Science Foundation of Sri Lanka; F. Hoffmann-La Roche","keywords":"Multiple sclerosis; Medicine; Inertia; Physical medicine and rehabilitation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000299386,0.0005053951,0.000769657,0.0004428615,0.0003949827,0.00006949297,0.0001962302,0.0003912591,0.0003550994],"category_scores_gemma":[0.0006226361,0.0003741217,0.0002074941,0.000927528,0.0004155857,0.0002561892,0.0001993116,0.0008236468,0.00006931846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358357,"about_ca_system_score_gemma":0.0001212112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005287494,"about_ca_topic_score_gemma":0.001420337,"domain_scores_codex":[0.9965751,0.000225505,0.0006170387,0.0009110057,0.0007928564,0.0008785244],"domain_scores_gemma":[0.9980543,0.0006719225,0.0001829587,0.0005214598,0.0002465039,0.0003228762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005493272,0.0007279461,0.9258115,0.0001244789,0.0004405851,0.000003803168,0.00305207,0.0009038907,0.049552,0.00001573379,0.0001452426,0.01867347],"study_design_scores_gemma":[0.017055,0.0004776899,0.9670622,0.002333436,0.00009161577,0.000002707497,0.004216035,0.007364625,0.0005655642,0.00001852021,0.0003373197,0.0004752541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911285,0.003614354,0.00001843353,0.00107529,0.0001752132,0.001837641,0.00007810321,0.0001883308,0.001884109],"genre_scores_gemma":[0.9948042,0.003761069,0.0002204289,0.0001770571,0.00002293618,0.0001952837,0.0002345069,0.00009897588,0.0004855632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04898644,"threshold_uncertainty_score":0.9998711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475678216941321,"score_gpt":0.25680202929846,"score_spread":0.2120452471290468,"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."}}