{"id":"W2148405577","doi":"10.1177/1352458513513968","title":"Sun exposure and multiple sclerosis risk in Norway and Italy: The EnvIMS study","year":2014,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Multiple sclerosis; Medicine; Environmental health; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004192361,0.0005915925,0.001020122,0.0004900001,0.001399825,0.0004389219,0.0004119678,0.0001985174,0.0001027996],"category_scores_gemma":[0.005906054,0.000391859,0.0002220367,0.0005719151,0.0006574243,0.000413054,0.0005790527,0.001821496,0.00004048246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830517,"about_ca_system_score_gemma":0.00007081045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758672,"about_ca_topic_score_gemma":0.002270857,"domain_scores_codex":[0.9946427,0.001146966,0.001051197,0.0008443358,0.001227336,0.00108745],"domain_scores_gemma":[0.9954736,0.00232522,0.0004021781,0.0007833067,0.000318061,0.0006976015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000428741,0.0007570745,0.8968949,0.00004418604,0.0002604893,0.00001289566,0.005248603,0.00007621304,0.02550729,0.000002927311,0.0005502697,0.0702164],"study_design_scores_gemma":[0.01345125,0.001292028,0.9699984,0.0004222084,0.0001728935,0.00007599344,0.006247948,0.006332898,0.0008381652,0.00002560934,0.0007493169,0.0003933512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942541,0.001781598,0.0001285562,0.001666439,0.0002496907,0.001616924,0.00004003675,0.00005723089,0.0002053835],"genre_scores_gemma":[0.9904259,0.007467098,0.0009773403,0.0002619304,0.0005500317,0.000106798,0.000004606118,0.00008778322,0.0001185209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07310343,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07731133212571668,"score_gpt":0.2796404342942833,"score_spread":0.2023291021685666,"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."}}