{"id":"W4214640527","doi":"10.1080/21678421.2022.2045323","title":"ALSUntangled #64: butyrates","year":2022,"lang":"en","type":"review","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"ALS Association","keywords":"Amyotrophic lateral sclerosis; Phenylbutyrate; Butyrate; Tauroursodeoxycholic acid; Medicine; Biology; Internal medicine; Disease; Biochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005938442,0.001034552,0.002872676,0.0004278956,0.0007033247,0.000374849,0.000349214,0.0007023058,0.0031315],"category_scores_gemma":[0.00006615928,0.000780924,0.0008157547,0.0006057994,0.000219205,0.0004269924,0.000470099,0.001194042,0.0001459652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008151477,"about_ca_system_score_gemma":0.0004235784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006882029,"about_ca_topic_score_gemma":0.00005150167,"domain_scores_codex":[0.9945167,0.0006268768,0.001448078,0.001401553,0.001079203,0.000927643],"domain_scores_gemma":[0.9977779,0.0001061905,0.0005384209,0.0008421653,0.0001228861,0.0006124091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001579768,0.0002649823,0.0003338509,0.004519075,0.0005181613,0.0001367029,0.0001191537,0.000004287885,0.0005587415,0.0003609767,0.003595983,0.9894301],"study_design_scores_gemma":[0.001427191,0.000855691,0.00245021,0.003425732,0.001195093,0.0002397153,0.00001083782,0.0002894423,0.000009954169,0.0001011457,0.9889728,0.001022195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009390796,0.9866934,0.00002455553,0.000423831,0.0005271411,0.002125338,0.0001640494,0.0002140139,0.0004368743],"genre_scores_gemma":[0.005592902,0.9863359,0.0007232403,0.0003229878,0.001068395,0.0007581372,0.001941891,0.0002265449,0.003029972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884079,"threshold_uncertainty_score":0.9994642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487370327793475,"score_gpt":0.3390561255526978,"score_spread":0.1903190927733502,"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."}}