{"id":"W3015372504","doi":"10.1016/j.clinph.2020.04.005","title":"A proposal for new diagnostic criteria for ALS","year":2020,"lang":"de","type":"article","venue":"Clinical Neurophysiology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Motor Neurone Disease Association","keywords":"Clinical neurophysiology; License; Medicine; Political science; Medical physics; Library science; Computer science; Psychiatry; Law","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004148611,0.0004763608,0.001733485,0.0000505977,0.0001672672,0.00005711561,0.000668443,0.0006219748,0.0007258296],"category_scores_gemma":[0.05118562,0.0003872305,0.0009176424,0.0002109102,0.0007391809,0.00008103353,0.0004484434,0.0009374382,0.001855453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003563619,"about_ca_system_score_gemma":0.00126905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629358,"about_ca_topic_score_gemma":7.320169e-7,"domain_scores_codex":[0.9943631,0.0008359209,0.001692625,0.001576981,0.0002745148,0.001256888],"domain_scores_gemma":[0.9826353,0.01438707,0.0003056686,0.0006496378,0.000377296,0.001645008],"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":[0.03035092,0.002030974,0.001823264,0.002723185,0.001420041,0.0003539078,0.0004409231,0.00004641114,0.2328816,0.003259615,0.6574404,0.0672287],"study_design_scores_gemma":[0.02785529,0.09812132,0.1552294,0.0004829814,0.002147459,0.000007038927,0.00001943154,0.02753292,0.0008355717,0.01598678,0.6705625,0.001219257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5651823,0.003855853,0.00961571,0.3906974,0.0134428,0.01592153,0.0008377606,0.0003577747,0.00008886888],"genre_scores_gemma":[0.8337283,0.006640902,0.01428345,0.06805473,0.07391731,0.0007958548,0.000547152,0.0004126934,0.001619616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3226427,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949239408094902,"score_gpt":0.4578344713647242,"score_spread":0.262910530555234,"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."}}