{"id":"W4404139874","doi":"10.1080/21678421.2024.2403302","title":"Theme 5 Human Cell Biology and Pathology","year":2024,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Institutes of Health; UK Research and Innovation; FightMND; Ionis Pharmaceuticals; Japan Society for the Promotion of Science; National Health and Medical Research Council; Cancer Research UK; MND Scotland; Lister Institute of Preventive Medicine; Francis Crick Institute; National Center for Advancing Translational Sciences; Wellcome Trust; Motor Neurone Disease Association; Japan Agency for Medical Research and Development; Medical Research Council; ALS Society of Canada","keywords":"Theme (computing); Human Pathology; Biology; Pathology; Computer science; Medicine; Disease; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002707781,0.0006830654,0.0005629205,0.001582072,0.0009741324,0.00350123,0.0015628,0.003048729,0.05894499],"category_scores_gemma":[0.001299655,0.0002928933,0.0005569583,0.0008982149,0.001280075,0.001768909,0.00380375,0.002047885,0.0159411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295046,"about_ca_system_score_gemma":0.002535133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000565859,"about_ca_topic_score_gemma":0.0008884926,"domain_scores_codex":[0.9989097,0.0002654589,0.00005265354,0.0001644513,0.0003165123,0.0002912819],"domain_scores_gemma":[0.9989529,0.0001507883,0.00008004519,0.0001137993,0.0001648942,0.0005375697],"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":[0.0002956224,0.0001455867,0.001275866,0.00168036,0.00003116265,0.0004724647,0.0004105704,0.0001804352,0.01798807,0.09486392,0.5551277,0.3275282],"study_design_scores_gemma":[0.00001901003,0.0001422593,0.001581959,0.000293854,0.00001258006,0.000636733,0.0001498217,0.0001378749,0.001921813,0.009902344,0.9851913,0.00001026887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02427224,0.169419,0.02667605,0.126088,0.06706893,0.0007468892,0.003307506,0.002839853,0.5795815],"genre_scores_gemma":[0.1279513,0.09489349,0.01454139,0.0380265,0.03550429,0.001055729,0.006409629,0.0005399068,0.6810777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.941055,"threshold_uncertainty_score":0.1971906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895081324730985,"score_gpt":0.2982268978336365,"score_spread":0.2592760845863267,"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."}}