{"id":"W2782758061","doi":"10.1177/1352458517737397","title":"Americas Committee for Treatment and Research in Multiple Sclerosis Forum 2017: Environmental factors, genetics, and epigenetics in MS susceptibility and clinical course","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; Epigenetics; Multidisciplinary approach; Medicine; Neuroscience; Library science; Psychology; Biology; Genetics; Psychiatry; Gene; Sociology; Social science; Computer science","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":[0.05408331,0.001338013,0.002876342,0.004732576,0.004513423,0.009430449,0.004295407,0.01689929,0.01129054],"category_scores_gemma":[0.08107714,0.0009620434,0.002542905,0.003876022,0.003910257,0.004467774,0.007274855,0.02944774,0.005431838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005774498,"about_ca_system_score_gemma":0.02898958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136262,"about_ca_topic_score_gemma":0.02453209,"domain_scores_codex":[0.9721898,0.009494249,0.004252577,0.001059208,0.01074379,0.002260263],"domain_scores_gemma":[0.8462865,0.04007746,0.01440209,0.004123234,0.0707192,0.02439144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007578211,0.00006055248,0.000641217,0.0002590141,0.00003179106,0.00007880949,0.0001288517,0.00004012452,0.0002018813,0.001545007,0.9593527,0.03758422],"study_design_scores_gemma":[0.00007063944,0.00005264186,0.00261688,0.00179976,0.00008033987,0.0001298564,0.0002276879,0.00008881422,0.0002021444,0.002889444,0.9917681,0.00007368872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005644645,0.04718227,0.00174209,0.5910708,0.3450665,0.0003919713,0.0009644024,0.0002228454,0.01279457],"genre_scores_gemma":[0.01035369,0.1098374,0.0121296,0.2898835,0.5196356,0.001745263,0.003385461,0.0006054408,0.05242393],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05408331,"threshold_uncertainty_score":0.2860233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3667981618820302,"score_gpt":0.4283422132070371,"score_spread":0.06154405132500695,"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."}}