{"id":"W3016748202","doi":"10.1177/1352458520912171","title":"Weighting evidence in MS: Obesity and neurodegeneration","year":2020,"lang":"en","type":"letter","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neurodegeneration; Multiple sclerosis; Weighting; Medicine; Obesity; Neuroscience; Psychology; Internal medicine; Disease; Psychiatry","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":[0.03549237,0.001071367,0.003504301,0.003184245,0.004675425,0.007723692,0.002880737,0.06240638,0.007046835],"category_scores_gemma":[0.2058704,0.001189019,0.001501089,0.002902206,0.007875727,0.008783201,0.005185439,0.04663342,0.00343907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008051778,"about_ca_system_score_gemma":0.009611898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008076136,"about_ca_topic_score_gemma":0.01665756,"domain_scores_codex":[0.9715532,0.01543335,0.004921141,0.00170963,0.00515003,0.001232611],"domain_scores_gemma":[0.7548293,0.1933485,0.01203203,0.004259765,0.02057591,0.01495458],"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":[0.000162632,0.00003843827,0.002155609,0.0003827297,0.0001553715,0.00106591,0.0002826482,0.00007642424,0.0001360794,0.006353396,0.964609,0.02458173],"study_design_scores_gemma":[0.001106424,0.0001972824,0.006488013,0.005095125,0.0005274895,0.004817586,0.00160032,0.001796516,0.0003417226,0.1308265,0.846894,0.0003090575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002271638,0.001602935,0.0000853586,0.985356,0.01187682,0.000006931016,0.0000354674,0.000007574496,0.0008017375],"genre_scores_gemma":[0.004760368,0.00134788,0.0004509216,0.9054154,0.08650513,0.0000357119,0.00002322621,0.00001949478,0.00144179],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06240638,"threshold_uncertainty_score":0.1877038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2170659929849786,"score_gpt":0.3126813619604641,"score_spread":0.09561536897548553,"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."}}