{"id":"W2588430184","doi":"10.1113/ep086077","title":"Network properties of interstitial cells of Cajal affect intestinal pacemaker activity and motor patterns, according to a mathematical model of weakly coupled oscillators","year":2016,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Interstitial cell of Cajal; Motility; Synchronization (alternating current); Coupling (piping); Oscillation (cell signaling); Physics; Neuroscience; Pacemaker potential; Intestinal motility; Synchronization networks; Network model; Biology; Electrophysiology; Chemistry; Biological system; Anatomy; Computer science; Topology (electrical circuits); Materials science; Mathematics; Cell biology; Smooth muscle; Endocrinology; Artificial intelligence","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":[0.0002304812,0.0005616321,0.0003938254,0.0003048946,0.0002523941,0.0007246538,0.0005880097,0.0005254698,0.001067567],"category_scores_gemma":[0.001052693,0.0003381644,0.0008052127,0.000227117,0.0006234739,0.001011978,0.0004110787,0.0004804891,0.0001864429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406258,"about_ca_system_score_gemma":0.0003966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316904,"about_ca_topic_score_gemma":0.001669129,"domain_scores_codex":[0.999877,0.00003557366,0.000006535554,0.00003768933,0.00002692634,0.00001622854],"domain_scores_gemma":[0.9996859,0.0001073817,0.0001039142,0.00002266916,0.00004763559,0.00003245188],"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":[0.00006663892,0.00004283204,0.002805458,0.0001254637,0.00007579244,0.0001824047,0.0001491125,0.9277346,0.03492459,0.02795474,0.0003629715,0.005575337],"study_design_scores_gemma":[0.000008548431,0.0000331384,0.0007111112,0.000004591614,0.00002021671,0.00003108321,0.00001536723,0.9939945,0.0008548325,0.003963301,0.0003545455,0.000008743217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3651889,0.0008980314,0.6224589,0.00059009,0.00008452032,0.00006553254,0.0002414762,0.0002308726,0.01024171],"genre_scores_gemma":[0.9753121,0.000980537,0.01724014,0.00006146394,0.00004640082,0.0001234548,0.0001004232,0.00005739581,0.006078033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002316904,"threshold_uncertainty_score":0.004606783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964774018958758,"score_gpt":0.2688182910795486,"score_spread":0.2391705508899611,"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."}}