{"id":"W3087453066","doi":"10.1017/cjn.2020.206","title":"Systemic Sclerosis Precedes POEMS Syndrome","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"POEMS syndrome; Content (measure theory); Multiple sclerosis; Action (physics); Medicine; Pathology; Immunology; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001832583,0.0003667668,0.0007431805,0.0005532943,0.001994664,0.000587542,0.001502973,0.0001915292,0.0003117632],"category_scores_gemma":[0.002704994,0.0002424851,0.0003740966,0.001628431,0.005011691,0.0008426805,0.00007183371,0.001324627,0.00001028372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552754,"about_ca_system_score_gemma":0.003077249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006929327,"about_ca_topic_score_gemma":0.01053135,"domain_scores_codex":[0.9955763,0.000625762,0.0009724796,0.0005910863,0.0008975007,0.001336931],"domain_scores_gemma":[0.9946979,0.0002661943,0.0006552187,0.0001385442,0.0004112966,0.003830811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003237221,0.00005385418,0.9610184,0.00004977991,0.00003635189,0.02486662,0.0008008789,0.002953932,0.0009604022,0.0003673005,0.003844696,0.004724103],"study_design_scores_gemma":[0.001762908,0.3129041,0.3584682,0.0004248115,0.0002130849,0.3091365,0.001609162,0.003641512,0.000311176,0.004028898,0.006560171,0.0009393597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796441,0.002976749,0.00002823943,0.01375995,0.0008026271,0.0002073636,0.00001014467,0.00003626542,0.002534516],"genre_scores_gemma":[0.982247,0.0008694234,0.0008574887,0.01570542,0.0002775516,0.00000217523,2.346132e-7,0.00001729435,0.0000234146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6025501,"threshold_uncertainty_score":0.9993046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06067215127214708,"score_gpt":0.2602822147971742,"score_spread":0.1996100635250271,"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."}}