{"id":"W3007059348","doi":"10.1002/ana.25706","title":"Connectome‐Based Propagation Model in Amyotrophic Lateral Sclerosis","year":2020,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stichting ALS Nederland; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Science Foundation Ireland; Weston Brain Institute; Health Research Board","keywords":"Amyotrophic lateral sclerosis; Connectome; Neuroscience; Medicine; Computer science; Physical medicine and rehabilitation; Psychology; Functional connectivity; Pathology; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543059,0.0007127387,0.0005470288,0.0006172639,0.0004878227,0.0006466016,0.0009657182,0.001326623,0.002628143],"category_scores_gemma":[0.002817635,0.0003640896,0.0006924407,0.0004463643,0.0008008467,0.0005751366,0.0008039614,0.000799218,0.0002516063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356647,"about_ca_system_score_gemma":0.001010693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413478,"about_ca_topic_score_gemma":0.02203377,"domain_scores_codex":[0.9998021,0.00009304241,0.000006486267,0.00004428765,0.00002724957,0.00002688022],"domain_scores_gemma":[0.9989185,0.0007457073,0.0001346312,0.00002801256,0.0001155318,0.00005763015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001701316,0.000008124382,0.0005418423,0.000007425231,0.000009645265,0.0000453041,0.0000150703,0.9965065,0.0001068302,0.001953061,0.0002146822,0.0005744057],"study_design_scores_gemma":[0.000007339541,0.000006416189,0.000168655,0.000002936072,0.000003552821,0.000007344638,0.000004272469,0.9983391,0.00001935246,0.001311343,0.0001278439,0.000001954964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6167964,0.001380971,0.3478104,0.004096612,0.0002588493,0.0002303988,0.002944697,0.0007241692,0.02575757],"genre_scores_gemma":[0.9702113,0.0004712291,0.01967933,0.0002056987,0.00004034599,0.0003967063,0.0007315713,0.00006208545,0.008201712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413478,"threshold_uncertainty_score":0.06787217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2441179637120187,"score_gpt":0.3571804503862633,"score_spread":0.1130624866742446,"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."}}