{"id":"W2621343934","doi":"10.1017/cjn.2017.154","title":"P.070 Characteristics of patients presenting to a multiple sclerosis clinic in Hamilton, Ontario","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Medical diagnosis; Retrospective cohort study; Pediatrics; Clinically isolated syndrome; Population; Transverse myelitis; McDonald criteria; Disease; Surgery; Physical therapy; Internal medicine; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844272,0.0001754865,0.0002538029,0.0008612724,0.001673153,0.0006490957,0.000550021,0.0002911426,0.004958183],"category_scores_gemma":[0.001557182,0.0002464259,0.0002269802,0.00269615,0.0004749779,0.0002706783,0.0004464526,0.000228315,0.0003080669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008341614,"about_ca_system_score_gemma":0.01058088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8286623,"about_ca_topic_score_gemma":0.8975608,"domain_scores_codex":[0.9995079,0.00002262556,0.00005077756,0.00007289202,0.0001841694,0.0001616192],"domain_scores_gemma":[0.9983636,0.0001394526,0.000724302,0.00003147911,0.0004202485,0.0003209871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003306227,0.00001192381,0.996128,0.00004588938,0.00001286002,0.0005655905,0.0005198423,0.00002446108,0.0002100285,0.00002394985,0.0008628187,0.001561611],"study_design_scores_gemma":[0.0000037379,0.00002921115,0.9976736,0.00002409241,0.000007701056,0.000466318,0.0009828303,0.00003341309,0.00002542972,0.0000063663,0.0007439247,0.000003356929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907684,0.0006284305,0.000053575,0.0002484689,0.000009685496,0.00008142496,0.003725195,0.00001072772,0.004474084],"genre_scores_gemma":[0.9981474,0.0002786131,0.00004983865,0.0001012974,0.000005742314,0.00003118802,0.0008130062,0.000003701383,0.0005692779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1713377,"threshold_uncertainty_score":0.3446935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08514773736172573,"score_gpt":0.2881270590096718,"score_spread":0.2029793216479461,"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."}}