{"id":"W3191293883","doi":"10.1002/mus.27392","title":"Gold Coast diagnostic criteria: Implications for <scp>ALS</scp> diagnosis and clinical trial enrollment","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"National Health and Medical Research Council","keywords":"Amyotrophic lateral sclerosis; Medicine; Clinical trial; Disease; Neurology; Gold standard (test); Diagnostic accuracy; Confusion; Diagnostic test; Limiting; Clinical phenotype; Pathology; Pediatrics; Internal medicine; Psychology; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.000691184,0.0002103378,0.0005658476,0.00006668169,0.0001542748,0.0001171808,0.0001519591,0.0002154608,0.0001480385],"category_scores_gemma":[0.00872611,0.0001823548,0.0003004544,0.0002608543,0.0001369694,0.0001028467,0.0002637591,0.0003112772,0.00003479884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104819,"about_ca_system_score_gemma":0.0002073068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041439,"about_ca_topic_score_gemma":0.0000963813,"domain_scores_codex":[0.9975695,0.0002299602,0.0006952718,0.0006561598,0.0002980198,0.0005511022],"domain_scores_gemma":[0.9930497,0.005384242,0.0001131542,0.0006048409,0.0003456222,0.0005024049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002724457,0.007268917,0.3278044,0.0006187148,0.0009682903,0.0003365371,0.0008993637,0.000006489766,0.02741009,0.00199977,0.3639584,0.2660045],"study_design_scores_gemma":[0.02978317,0.001613392,0.9112412,0.0001367035,0.0002417503,0.00002117577,0.00009360453,0.00009516544,0.0005304473,0.0004831079,0.05566633,0.00009393817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833793,0.0008934764,0.0002104228,0.01251562,0.0004463817,0.001896737,0.0001891167,0.00006907331,0.0003998976],"genre_scores_gemma":[0.9910492,0.002168547,0.001125056,0.001151704,0.001385174,0.001755503,0.0001875253,0.00005327842,0.001124031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834368,"threshold_uncertainty_score":0.9996238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198708019557916,"score_gpt":0.4105303882187636,"score_spread":0.2906595862629721,"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."}}