{"id":"W2168476931","doi":"10.1016/j.clineuro.2004.02.006","title":"The multiple sclerosis trait: a disease waiting to happen?","year":2004,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Multiple sclerosis; Disease; Etiology; Trait; Intensive care medicine; Psychiatry; Pathology","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":[0.01068862,0.000368335,0.001892651,0.001146256,0.003645665,0.005270276,0.0006179982,0.005534907,0.005443962],"category_scores_gemma":[0.02836336,0.0004296659,0.0006322041,0.00269711,0.003543987,0.01107943,0.002067473,0.006768963,0.0007747961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007072614,"about_ca_system_score_gemma":0.002862488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006678395,"about_ca_topic_score_gemma":0.008289807,"domain_scores_codex":[0.9966279,0.001507257,0.0006342141,0.0002993154,0.0005754479,0.0003558379],"domain_scores_gemma":[0.9762422,0.009989856,0.00561409,0.001641214,0.002245287,0.004267429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002700804,0.0005608004,0.6023207,0.003507918,0.002054307,0.009985726,0.01555696,0.0001254172,0.00438981,0.03775114,0.05818436,0.262862],"study_design_scores_gemma":[0.0007221311,0.002196929,0.6797923,0.008515136,0.003337711,0.03407628,0.07860631,0.0003915759,0.0009071671,0.07315759,0.1177336,0.0005632379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2443836,0.1702755,0.001710133,0.5638064,0.007462823,0.00005662322,0.0003990044,0.0001063121,0.01179969],"genre_scores_gemma":[0.8306373,0.04692248,0.001823186,0.1073576,0.01100265,0.00005065477,0.0002513369,0.00003213472,0.001922557],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01068862,"threshold_uncertainty_score":0.0565275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616741746880032,"score_gpt":0.3656447940632353,"score_spread":0.2039706193752321,"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."}}