{"id":"W3156302619","doi":"10.1101/2021.04.14.439796","title":"High resolution analysis of the cytosolic Ca <sup>2+</sup> events in beta cell collectives in situ","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Javna Agencija za Raziskovalno Dejavnost RS; Austrian Science Fund","keywords":"Exocytosis; Extracellular; Intracellular; Cytosol; Biophysics; Biology; Cell biology; Chemistry; Biochemistry; Secretion; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001843242,0.0002121013,0.0003399294,0.0002892466,0.0002283949,0.0003178468,0.0003369867,0.0004468417,0.001024855],"category_scores_gemma":[0.0002194333,0.000174454,0.0001715297,0.0002719352,0.0002767575,0.0002787473,0.0002953891,0.0004860381,0.0001919813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208448,"about_ca_system_score_gemma":0.0001424112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000592973,"about_ca_topic_score_gemma":0.0007616121,"domain_scores_codex":[0.9999297,0.00000425359,0.000003388895,0.00002654334,0.00002202981,0.00001417807],"domain_scores_gemma":[0.9998871,0.00003369908,0.00002851722,0.00001431587,0.00001678474,0.00001956462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000447218,0.00001280005,0.0004745316,0.00004024608,0.000009036849,0.00005064069,0.00003980611,0.001702041,0.994661,0.0001258577,0.00006478119,0.002774521],"study_design_scores_gemma":[0.00003184746,0.0002516123,0.04812998,0.00002012437,0.00006166442,0.0005114216,0.0001926808,0.1852007,0.7625675,0.001022177,0.001963794,0.00004663286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413183,0.0004316169,0.0561469,0.0001135962,0.00002282698,0.00002281549,0.0003908113,0.00035923,0.001193973],"genre_scores_gemma":[0.9534779,0.0003521778,0.04509656,0.00004703857,0.00002140491,0.00006100418,0.0002517209,0.00007622928,0.0006159985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001024855,"threshold_uncertainty_score":0.003428459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153396270576472,"score_gpt":0.2191537704426398,"score_spread":0.2076198077368751,"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."}}