{"id":"W2752993232","doi":"10.1103/physreve.96.032403","title":"Gap-junction coupling and ATP-sensitive potassium channels in human<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mi>β</mml:mi></mml:math>-cell clusters: Effects on emergent dynamics","year":2017,"lang":"en","type":"article","venue":"Physical review. E","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Seventh Framework Programme; Università degli Studi di Padova","keywords":"Gap junction; Coupling (piping); Conductance; BETA (programming language); Physics; Potassium channel; Biophysics; Biology; Materials science; Condensed matter physics; Computer science; Intracellular; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003602715,0.0002249644,0.0003499826,0.00005275307,0.0002795411,0.00007084289,0.0001073033,0.0001240137,0.00001482535],"category_scores_gemma":[0.0005857665,0.0002264507,0.0002333605,0.00009185668,0.0001248747,0.0001516988,0.0001343782,0.0003255443,0.0003585529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003191948,"about_ca_system_score_gemma":0.00004990517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008931945,"about_ca_topic_score_gemma":0.00001138625,"domain_scores_codex":[0.9985619,0.00004643009,0.0003048947,0.0003948553,0.0003618394,0.0003300795],"domain_scores_gemma":[0.9986739,0.0002739471,0.00030605,0.0005058419,0.0000498638,0.0001904265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002994104,0.0005622548,0.0001474811,0.005571384,0.0001931622,0.0001559635,0.0005159164,0.0001389443,0.01370657,0.9724125,0.001560578,0.004735811],"study_design_scores_gemma":[0.001482167,0.00105177,0.0009743631,0.005482015,0.0005793648,0.00002313353,0.0001334015,0.9620221,0.02653838,0.0004024708,0.0009997441,0.0003110508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936875,0.0008919634,0.0001066664,0.0006329329,0.0005309842,0.0001559168,0.000007117371,0.00004872579,0.003938209],"genre_scores_gemma":[0.9957839,0.002016281,0.00005657525,0.001189264,0.0005970096,0.0001216064,0.00008667926,0.00004894072,0.0000997399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9720101,"threshold_uncertainty_score":0.9234394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150080995449187,"score_gpt":0.2889122717977164,"score_spread":0.2674114618432246,"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."}}