{"id":"W3207434524","doi":"10.1177/13524585211026875","title":"Air pollution is a risk factor for multiple sclerosis – No","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple sclerosis; Risk factor; Medicine; Air pollution; Environmental health; Environmental science; Internal medicine; Immunology; Chemistry","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":[0.0005197939,0.0005139979,0.0005076872,0.001047143,0.0005483606,0.0009663942,0.0003867018,0.0008883944,0.003887692],"category_scores_gemma":[0.001898003,0.0002450452,0.0008159606,0.001396495,0.000303217,0.0004242919,0.000394884,0.0007721114,0.000646641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041714,"about_ca_system_score_gemma":0.000365417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004233573,"about_ca_topic_score_gemma":0.003230697,"domain_scores_codex":[0.9994857,0.0001427694,0.00007549911,0.0000897024,0.0001388102,0.00006743909],"domain_scores_gemma":[0.9978276,0.0003710502,0.0008734086,0.0001591894,0.0003792384,0.0003894407],"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":[0.0005982383,0.000180952,0.9908754,0.00008125447,0.0003348656,0.0003874852,0.00003829129,0.00003494165,0.002090482,0.00005094618,0.000255151,0.005072059],"study_design_scores_gemma":[0.000008561814,0.0001683036,0.9977092,0.00001764999,0.000201987,0.0007296026,0.00006242634,0.00009471087,0.0002381517,0.000128207,0.0006357008,0.000005402536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9838678,0.00752156,0.0004033249,0.0007334012,0.0002016027,0.00001708917,0.0007210362,0.00003511884,0.006499161],"genre_scores_gemma":[0.9964359,0.001244322,0.0003051455,0.0001071326,0.0002284092,0.000006519966,0.0003641885,0.000006041304,0.001302297],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004233573,"threshold_uncertainty_score":0.01300561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396118623456197,"score_gpt":0.2918916959101515,"score_spread":0.1522798335645318,"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."}}