{"id":"W4220867349","doi":"10.1016/j.msard.2022.103757","title":"The agenda of the global patient reported outcomes for multiple sclerosis (PROMS) initiative: Progresses and open questions","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Multiple Sclerosis Society of Canada","funders":"Multiple Sclerosis International Federation; Multiple Sclerosis Trust; Fondazione Italiana Sclerosi Multipla","keywords":"Medicine; Patient-reported outcome; Agency (philosophy); Multiple sclerosis; Stakeholder; Public relations; Quality of life (healthcare); Nursing; Political science; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007737482,0.0003365683,0.0005946122,0.00008068429,0.003004273,0.0001392545,0.000446,0.0001079886,0.00003116337],"category_scores_gemma":[0.003390132,0.0001968514,0.0002609592,0.000724946,0.0009760399,0.0001628061,0.001732415,0.0004147385,6.650384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517947,"about_ca_system_score_gemma":0.0001737915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087696,"about_ca_topic_score_gemma":0.001065784,"domain_scores_codex":[0.9969417,0.0003673571,0.0008339562,0.0006297359,0.0006737442,0.0005534467],"domain_scores_gemma":[0.9972835,0.001120411,0.0005142284,0.0006372603,0.0002760174,0.0001685476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006970838,0.0008023352,0.9020898,0.0001062502,0.001060692,0.000001242412,0.001620151,0.0001057496,0.001793707,0.0001521252,0.00183805,0.08973283],"study_design_scores_gemma":[0.007290686,0.0006014784,0.976693,0.000228835,0.000207684,0.00000840902,0.004612464,0.002002653,0.0003845234,0.0002921484,0.00742597,0.0002521628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774945,0.004259146,0.00002920648,0.0103414,0.0003983923,0.006286381,0.0006231827,0.00008046544,0.0004873107],"genre_scores_gemma":[0.9923129,0.004665656,0.0005266726,0.0002006462,0.00001084928,0.002067911,0.00004620836,0.00004159674,0.0001275754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08948067,"threshold_uncertainty_score":0.9982937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08853545093438485,"score_gpt":0.3245907632389557,"score_spread":0.2360553123045708,"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."}}