{"id":"W2018189691","doi":"10.2147/jir.s12059","title":"The effect of smoking on the symptoms and progression of multiple sclerosis: a review","year":2010,"lang":"en","type":"review","venue":"Journal of Inflammation Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Disease; Medicine; Pathogenesis; Pediatrics; Psychiatry; Internal medicine","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02333051,0.0002744377,0.001919314,0.0005410514,0.0003633343,0.00005756874,0.0005887644,0.0002303192,0.00002794785],"category_scores_gemma":[0.03294209,0.0001031316,0.0005864927,0.0007844705,0.000792442,0.0000890201,0.0003158883,0.002920682,0.00000497203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297898,"about_ca_system_score_gemma":0.0004439095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005500142,"about_ca_topic_score_gemma":0.000004269255,"domain_scores_codex":[0.991646,0.002878628,0.001806161,0.0001972321,0.003087104,0.0003849034],"domain_scores_gemma":[0.9804184,0.01486433,0.001914965,0.0006526874,0.001991547,0.0001580255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002045546,0.0000272078,0.0003311981,0.05648799,0.0003667224,0.000004683696,0.00005797164,1.692443e-7,0.0004409009,0.00002812595,0.001122707,0.9409277],"study_design_scores_gemma":[0.001079941,0.002668873,0.001465807,0.4888064,0.0005083692,0.00005308159,0.00003874204,0.00003320711,0.001520938,0.000006892794,0.5037174,0.0001003674],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005875145,0.9887754,0.000001360178,0.001538779,0.00009286177,0.003498129,0.000005874671,0.000004276101,0.0002082112],"genre_scores_gemma":[0.002933803,0.9964212,0.00003245658,0.000006228287,0.000312922,0.0002149027,0.000003461677,0.00003201018,0.00004298039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9408274,"threshold_uncertainty_score":0.9993796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1717915047522086,"score_gpt":0.4646550436188488,"score_spread":0.2928635388666402,"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."}}