{"id":"W2028613886","doi":"10.1111/ane.12032","title":"A questionnaire for multinational case-control studies of environmental risk factors in multiple sclerosis (EnvIMS-Q)","year":2012,"lang":"en","type":"article","venue":"Acta Neurologica Scandinavica","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Science and Engineering Research Board","keywords":"Multinational corporation; Multiple sclerosis; Questionnaire; Environmental health; Case-control study; Control (management); Medicine; Psychology; Business; Pathology; Psychiatry; Computer science; Finance; Artificial intelligence; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006640209,0.0002931136,0.0006504147,0.0002284083,0.0002932687,0.000008805996,0.0001303732,0.0001403678,0.00005843124],"category_scores_gemma":[0.005066663,0.0002168938,0.0002163301,0.0001829935,0.0004747628,0.0001962518,0.0001418353,0.0003394927,0.000004651678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677515,"about_ca_system_score_gemma":0.00002006251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163362,"about_ca_topic_score_gemma":0.00007432514,"domain_scores_codex":[0.9977415,0.0002789178,0.0005087531,0.0004114625,0.000403872,0.0006554694],"domain_scores_gemma":[0.9971168,0.002046814,0.0002577606,0.0002914365,0.00007742447,0.0002097533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007547654,0.0008715078,0.9706633,0.00007452657,0.0002166461,0.00002335188,0.0009420891,0.00002371014,0.02436009,0.00001025014,0.0002055139,0.001854268],"study_design_scores_gemma":[0.004133979,0.0009264777,0.9906282,0.00006795207,0.0001598631,0.00006341581,0.0006275651,0.001530799,0.001478375,0.00001566716,0.0001955581,0.0001721341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957429,0.001221522,0.00003585193,0.0007029114,0.0001312615,0.001521966,0.0005736714,0.00004694325,0.00002301678],"genre_scores_gemma":[0.9974437,0.001175394,0.000648756,0.0001404182,0.0001242822,0.0003932209,0.00002342379,0.00002850878,0.00002227731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288171,"threshold_uncertainty_score":0.8844671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09756957322932326,"score_gpt":0.3202241271725496,"score_spread":0.2226545539432264,"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."}}