{"id":"W4296235868","doi":"10.1002/mus.27723","title":"Diagnostic criteria in amyotrophic lateral sclerosis: Time for a change","year":2022,"lang":"en","type":"letter","venue":"Muscle & Nerve","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Amyotrophic lateral sclerosis; Medicine; Physical medicine and rehabilitation; Neuroscience; Psychology; Pathology; Disease","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":[0.01912579,0.0007031522,0.002761797,0.001985371,0.004596597,0.004770608,0.006617869,0.04475543,0.01552154],"category_scores_gemma":[0.08258073,0.0009270285,0.003410224,0.002162963,0.004116129,0.004831019,0.002962667,0.03190137,0.01732349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009678275,"about_ca_system_score_gemma":0.01210522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290086,"about_ca_topic_score_gemma":0.02318852,"domain_scores_codex":[0.9780731,0.005404717,0.004881449,0.00142251,0.00808172,0.002136478],"domain_scores_gemma":[0.9352541,0.02217099,0.003378339,0.003989614,0.02269017,0.01251688],"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":[0.00009239048,0.00003694912,0.0004910049,0.00007690973,0.0000167971,0.001089976,0.00007041707,0.00007742118,0.0002089605,0.002620743,0.9820212,0.01319715],"study_design_scores_gemma":[0.0004328603,0.00011097,0.00424932,0.001277717,0.00004560101,0.003521648,0.0004725395,0.0008295596,0.0002983447,0.01817599,0.97048,0.0001053824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004195165,0.001174264,0.0003751481,0.9616874,0.03190865,0.00005962785,0.0003312565,0.00006170814,0.003982469],"genre_scores_gemma":[0.0069995,0.001374475,0.001948294,0.9148684,0.06397149,0.0003180221,0.0009236613,0.0001047442,0.009491403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04475543,"threshold_uncertainty_score":0.1011481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08961095714773605,"score_gpt":0.3169249987044477,"score_spread":0.2273140415567116,"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."}}