{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465351,0.0005366783,0.001259985,0.003259602,0.0004478505,0.001436197,0.0005433047,0.0005710133,0.1131433],"category_scores_gemma":[0.003512099,0.0001653086,0.0005808012,0.003900882,0.0002054409,0.001184405,0.0008280527,0.0007278488,0.0197565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007945085,"about_ca_system_score_gemma":0.002179655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002807555,"about_ca_topic_score_gemma":0.00716542,"domain_scores_codex":[0.9993247,0.0001542479,0.000187754,0.00007304962,0.0002122089,0.00004817361],"domain_scores_gemma":[0.9984671,0.0006043183,0.0002723851,0.00005332109,0.0005105751,0.0000922746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002048763,0.00003774407,0.001193001,0.01040675,0.0000685984,0.0001908714,0.00005422592,0.00008414893,0.0003478731,0.002821465,0.1515092,0.8330814],"study_design_scores_gemma":[0.00008108695,0.0001021637,0.00825379,0.01466312,0.0002264097,0.001437371,0.0001953777,0.00007352619,0.0005899693,0.002332886,0.9720308,0.00001358258],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006418683,0.5131442,0.009933203,0.01278355,0.004485435,0.001967888,0.02062033,0.0004681546,0.4301785],"genre_scores_gemma":[0.02316678,0.6723848,0.0259831,0.01162146,0.003761847,0.0012787,0.02877425,0.0002208772,0.2328082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1131433,"threshold_uncertainty_score":0.3785021,"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."}}