{"id":"W6908993810","doi":"10.34944/dspace/1677","title":"Tobacco Smoke Exposure and Pediatric Multiple Sclerosis","year":2016,"lang":"en","type":"other","venue":"TUScholarShare (Temple University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Odds ratio; Demyelinating disease; Cohort; Etiology; Tobacco smoke; Disease; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002528904,0.0008294987,0.0007509353,0.003636037,0.0003814808,0.0001690553,0.001061012,0.000898472,0.01609412],"category_scores_gemma":[0.0002320783,0.0008560352,0.0002602154,0.001358842,0.0001671624,0.0007572349,0.0007627913,0.0007040288,0.01009717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109213,"about_ca_system_score_gemma":0.0001976894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004443499,"about_ca_topic_score_gemma":0.0009630663,"domain_scores_codex":[0.9967298,0.0003152612,0.000273101,0.001293049,0.0005076084,0.0008812024],"domain_scores_gemma":[0.9973841,0.0001883205,0.0005379037,0.001149955,0.0001864379,0.0005532668],"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":[0.0001323853,0.000138364,0.2705452,0.0002172382,0.0002855359,0.0002515292,0.00009680099,2.884549e-7,0.0007470626,0.0009532632,0.7242329,0.002399463],"study_design_scores_gemma":[0.003125443,0.00007082227,0.02969589,0.0003906485,0.0003372699,0.000007660078,0.0001114397,4.263932e-7,0.0000520711,0.0000125189,0.9650945,0.001101306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09834245,0.003733153,0.0000323285,0.00006523719,0.0006352098,0.001571319,0.02094949,0.002919121,0.8717517],"genre_scores_gemma":[0.02760089,0.00165369,0.0004757898,0.00006525421,0.0008895277,0.000004651705,0.0005190462,0.00182192,0.9669693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2408617,"threshold_uncertainty_score":0.9993891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05019817619261167,"score_gpt":0.2251934046508277,"score_spread":0.174995228458216,"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."}}