{"id":"W4210885879","doi":"10.3410/f.1125937.583046","title":"Faculty Opinions recommendation of Impaired parasympathetic function increases susceptibility to inflammatory bowel disease in a mouse model of depression.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Crohn's and Colitis Foundation of Canada; Canadian Association of Gastroenterology; Crohn's and Colitis Foundation; McMaster University; Institut de France","keywords":"Vagus nerve; Tricyclic; Inflammation; Inflammatory bowel disease; Tonic (physiology); Medicine; Colitis; Monoamine neurotransmitter; Irritable bowel syndrome; Proinflammatory cytokine; Internal medicine; Pharmacology; Disease; Serotonin; Receptor; Stimulation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001597947,0.0005453998,0.0009359668,0.0008918223,0.0002303449,0.00006577666,0.001759413,0.0005098367,0.0002083989],"category_scores_gemma":[0.03169355,0.0003864735,0.0006162886,0.002445102,0.0005377591,0.0005041406,0.0008246105,0.0009673809,0.00003003172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211683,"about_ca_system_score_gemma":0.001187391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580382,"about_ca_topic_score_gemma":0.00002355722,"domain_scores_codex":[0.9923805,0.001394107,0.002285453,0.001075555,0.002404912,0.0004594871],"domain_scores_gemma":[0.9914152,0.0004326236,0.001524074,0.002188955,0.003799888,0.000639284],"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":[0.0001706969,0.001188081,0.0004472084,0.005974125,0.00002279988,6.210036e-7,0.0001172504,0.0001706321,0.0002114812,0.00005586666,0.991272,0.0003692155],"study_design_scores_gemma":[0.001348777,0.0002160886,0.02183477,0.008570159,0.00009961405,0.00001037199,0.00001752421,0.002811454,0.0004760139,0.00007045033,0.9640304,0.0005143177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005285416,0.0002269333,0.0001106785,0.02298495,0.0002208862,0.002804054,0.9730673,0.00004637691,0.00001023896],"genre_scores_gemma":[0.004859114,0.0002358964,0.0002231242,0.001553764,0.00007059426,0.0004614744,0.9922059,0.00003379309,0.0003563397],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03009561,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05847430817136991,"score_gpt":0.3670658508667494,"score_spread":0.3085915426953795,"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."}}