{"id":"W2604614383","doi":"10.1177/1352458517703800","title":"Long-term disability trajectories in primary progressive MS patients: A latent class growth analysis","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Hôpital Notre-Dame; Clinique Neuro-Outaouais","funders":"Novartis Pharma; University of Tasmania","keywords":"Expanded Disability Status Scale; Interquartile range; Medicine; Natural history; Multiple sclerosis; Pediatrics; Internal medicine; Physical therapy","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001170855,0.0004969228,0.001307278,0.0004599176,0.001336043,0.0006203572,0.0007615078,0.0002100148,0.0002511939],"category_scores_gemma":[0.004102851,0.0003814183,0.000806433,0.0005930649,0.001160226,0.0008650437,0.0005251372,0.001189795,0.00002157138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292131,"about_ca_system_score_gemma":0.0001724945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003683406,"about_ca_topic_score_gemma":0.001177759,"domain_scores_codex":[0.9951167,0.0003256387,0.001115116,0.0007662202,0.001586021,0.001090292],"domain_scores_gemma":[0.9960545,0.0003389883,0.0007902628,0.001168984,0.000994605,0.0006526655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009291022,0.002109655,0.97517,0.0001793052,0.001358953,0.0000656747,0.0006562984,0.00001757179,0.00167841,0.000002032063,0.000197811,0.01763522],"study_design_scores_gemma":[0.008733283,0.0003815389,0.9882098,0.0005678845,0.000532508,0.00001112955,0.00006840574,0.0003769223,0.0007264437,0.00001116607,0.00001903604,0.0003618806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960144,0.000412006,0.00007519357,0.001542097,0.0003577006,0.001131419,0.00008445589,0.00005868407,0.0003240575],"genre_scores_gemma":[0.9971569,0.001137707,0.0007746516,0.0001121461,0.0004766872,0.0001581879,0.00007631944,0.00005138471,0.00005608647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727334,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0737981939040684,"score_gpt":0.3186032186270203,"score_spread":0.244805024722952,"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."}}