{"id":"W2911511608","doi":"10.1002/9780470753279.ch25","title":"Paraproteinaemic Demyelinating Neuropathy","year":2006,"lang":"en","type":"other","venue":"","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Paraproteins; Nerve biopsy; Demyelinating Disorder; Acknowledgement; Chronic inflammatory demyelinating polyneuropathy; Pathology; Peripheral neuropathy; Dermatology; Immunology; Monoclonal; Disease; Antibody; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003384222,0.0002491868,0.0003381639,0.0001373273,0.000026093,0.00001187203,0.00007353399,0.0001878841,0.001953749],"category_scores_gemma":[0.0000359278,0.000201074,0.0001264984,0.0001224,0.00004825128,0.00001058501,0.00003572934,0.0002474833,0.000168832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001285869,"about_ca_system_score_gemma":0.00003847378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000872919,"about_ca_topic_score_gemma":0.0003546936,"domain_scores_codex":[0.9990261,0.00002466422,0.0001792924,0.000327929,0.0001958214,0.0002461802],"domain_scores_gemma":[0.9994961,0.000008852735,0.00009834853,0.0002982049,0.00001652939,0.00008198521],"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":[0.00001358448,0.00005222293,0.0004864082,0.0001433453,0.00001066287,0.0001950533,0.000002639096,6.411346e-7,0.0003206742,0.00008392433,0.9912133,0.007477553],"study_design_scores_gemma":[0.0006640386,0.0001443709,0.0003521903,0.0001787524,0.00004572564,0.00004169994,0.00001183803,0.00007423798,0.00004528116,0.00002888339,0.9981964,0.0002166282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004003528,0.001779069,0.0002291244,0.0002086675,0.0002611804,0.0004037769,0.000007647055,0.0006039776,0.9961062],"genre_scores_gemma":[0.002182391,0.0001732574,0.001355631,0.001775013,0.000529747,0.00002073031,0.00003841285,0.0006065484,0.9933183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007260925,"threshold_uncertainty_score":0.9989586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009570238098677457,"score_gpt":0.2431798186116708,"score_spread":0.2336095805129934,"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."}}