{"id":"W2914940674","doi":"10.1007/s00415-019-09199-y","title":"Tollgate-based progression pathways of ALS patients","year":2019,"lang":"nl","type":"article","venue":"Journal of Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mayo Clinic","keywords":"Medicine; Swallowing; Weakness; Physical medicine and rehabilitation; Amyotrophic lateral sclerosis; Breathing; Physical therapy; Disease; Surgery; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000257552,0.0003570614,0.0003049855,0.0008177076,0.0007075453,0.001721082,0.0004330868,0.0006159049,0.01073133],"category_scores_gemma":[0.0007928858,0.0001684387,0.0003942348,0.0004444534,0.0003822387,0.0008857787,0.0008440056,0.0008239179,0.001577085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009930846,"about_ca_system_score_gemma":0.0006858308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373865,"about_ca_topic_score_gemma":0.002547773,"domain_scores_codex":[0.9998159,0.00002686772,0.00001751807,0.00003979458,0.00003091253,0.00006905136],"domain_scores_gemma":[0.9997641,0.00003403891,0.00007835481,0.00001213381,0.00004245663,0.00006899664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007649346,0.0007927911,0.7945116,0.0004937538,0.0003257506,0.006481154,0.002711457,0.002909287,0.07076588,0.01685464,0.006278361,0.09022588],"study_design_scores_gemma":[0.0002552463,0.001286901,0.9260327,0.0003300125,0.0003041154,0.01354971,0.003976528,0.006490776,0.01269183,0.0220227,0.01295332,0.0001060764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857919,0.0009452862,0.0004992161,0.0005730925,0.00002481694,0.00003627082,0.001198375,0.00003422194,0.0108968],"genre_scores_gemma":[0.9952204,0.0002916215,0.0002966003,0.0000879734,0.000009277768,0.00002050074,0.0008322754,0.000009830866,0.0032316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073133,"threshold_uncertainty_score":0.03589988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377157728004741,"score_gpt":0.3000466156593042,"score_spread":0.2762750383792568,"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."}}