{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5734029,0.001041312,0.005110366,0.003383888,0.003083371,0.007496543,0.006483857,0.0105604,0.004548279],"category_scores_gemma":[0.7585574,0.001134528,0.002919824,0.004794248,0.006201874,0.01135537,0.006109204,0.00815287,0.00170406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007915963,"about_ca_system_score_gemma":0.03243295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015827,"about_ca_topic_score_gemma":0.02088329,"domain_scores_codex":[0.5214146,0.3678889,0.06305303,0.01058762,0.0328109,0.004244975],"domain_scores_gemma":[0.2366919,0.5752684,0.06275974,0.02966421,0.08281714,0.01279864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0153307,0.0005851501,0.04726572,0.01024199,0.001785593,0.0008995251,0.005002163,0.004944204,0.0008537794,0.1225811,0.325423,0.4650872],"study_design_scores_gemma":[0.01964775,0.007487604,0.07293844,0.05600136,0.002860476,0.001794052,0.002579001,0.04002056,0.001760854,0.3673647,0.4264266,0.001118581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03423732,0.05371847,0.09889207,0.7230307,0.02251247,0.02006502,0.003621349,0.0008667088,0.0430558],"genre_scores_gemma":[0.3089495,0.008996934,0.3483348,0.2675441,0.01184047,0.04596208,0.002861154,0.0004109961,0.005100017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5734029,"threshold_uncertainty_score":0.5260702,"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."}}