{"id":"W2147913070","doi":"10.1242/jcs.133017","title":"Multi-parameter, single-cell, kinetic analysis reveals multiple modes of cell death in primary pancreatic beta-cells","year":2013,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Programmed cell death; Apoptosis; Biology; Cell biology; Cell; Caspase; Cytokine; Immunology; 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":[0.001041223,0.0002024813,0.0009265422,0.001016206,0.00005797265,0.00005642594,0.0003468453,0.00007820206,0.0002034311],"category_scores_gemma":[0.0003738252,0.0001481055,0.0003003458,0.001656778,0.0003761554,0.000402111,0.00005835309,0.0002490016,0.00003104069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748047,"about_ca_system_score_gemma":0.0002661583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681334,"about_ca_topic_score_gemma":0.000003194576,"domain_scores_codex":[0.997324,0.00009953514,0.001020019,0.0002893355,0.0008460088,0.0004211341],"domain_scores_gemma":[0.9973263,0.0006220085,0.0008028976,0.0003819791,0.0004891377,0.0003777012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004109139,0.0009168849,0.1125832,0.0001338195,0.00003792617,0.00001167849,0.0001678314,0.001272504,0.8845643,8.696643e-7,0.00008914347,0.0001806432],"study_design_scores_gemma":[0.002538385,0.0006054222,0.1488372,0.0001410803,0.0008172576,0.00001006827,0.0002472409,0.03887735,0.8077235,0.0000280882,0.00002134108,0.0001530844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924808,0.0007515465,0.001591144,0.00006658218,0.000107651,0.0002816888,0.000002830151,0.000008600638,0.004709211],"genre_scores_gemma":[0.922586,0.0001207769,0.07584767,0.0002060043,0.00003338089,0.000004746945,0.000001475857,0.00001162086,0.001188295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07684086,"threshold_uncertainty_score":0.6039568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898182364506945,"score_gpt":0.2513582962493605,"score_spread":0.222376472604291,"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."}}