{"id":"W4389439774","doi":"10.1212/wnl.92.15_supplement.p5.2-018","title":"Characterization of the Immunophenotype of Clinically Isolated Syndrome Patients Who Convert or Not To Multiple Sclerosis (P5.2-018)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta","funders":"","keywords":"Immunophenotyping; Multiple sclerosis; Medicine; Dermatology; Pathology; Immunology; Flow cytometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002505682,0.0001989745,0.0002106252,0.0006177356,0.0003075345,0.0003925661,0.0001831455,0.0002535757,0.001538244],"category_scores_gemma":[0.0009319715,0.00007085387,0.000133701,0.0003624363,0.0001736234,0.0002333197,0.0002105202,0.0002786774,0.0004433904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194705,"about_ca_system_score_gemma":0.0001138863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057707,"about_ca_topic_score_gemma":0.001126838,"domain_scores_codex":[0.9998492,0.00003601674,0.00001899834,0.00004178275,0.00002596716,0.00002804278],"domain_scores_gemma":[0.9995928,0.00009772466,0.0001185686,0.00003895335,0.00007299527,0.00007883785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002030943,0.0002115938,0.9058264,0.00005554388,0.0000620173,0.001591237,0.0006380554,0.00009746303,0.07211032,0.00007383991,0.0002291849,0.01707347],"study_design_scores_gemma":[0.00001764456,0.001053077,0.9920788,0.000009461042,0.00003190183,0.002603426,0.0004668563,0.0001024168,0.002911964,0.00003944305,0.0006808781,0.00000407044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992347,0.0001214693,0.00006136661,0.00001447017,0.000003624318,0.000009663623,0.00008172425,0.000001755398,0.0004713774],"genre_scores_gemma":[0.9990826,0.00007849593,0.0001102672,0.00004024557,0.00001112025,0.00001601936,0.000337308,0.000002508521,0.0003214925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538244,"threshold_uncertainty_score":0.005145967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584077548466391,"score_gpt":0.2912743789588726,"score_spread":0.2454336034742087,"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."}}