{"id":"W3098216129","doi":"","title":"Enhancing islet transplantation and functionality by the use of complex polymer structures","year":2015,"lang":"en","type":"article","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176497,0.0004886211,0.0002737389,0.0003883316,0.0001869449,0.0008617443,0.0002707947,0.0004252025,0.004295521],"category_scores_gemma":[0.00042483,0.0001916453,0.0005031936,0.0002699472,0.0002821949,0.0006848713,0.0006125333,0.000839856,0.0007086347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227668,"about_ca_system_score_gemma":0.0003060058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001463891,"about_ca_topic_score_gemma":0.0002314197,"domain_scores_codex":[0.9997556,0.0000516998,0.00001714809,0.0000597291,0.00006806773,0.00004773841],"domain_scores_gemma":[0.999822,0.00004484342,0.00005654523,0.0000247979,0.00001644068,0.0000354627],"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":[0.0007976802,0.0005593998,0.0005316402,0.0006062171,0.00005902056,0.0001906312,0.00009429786,0.0009095521,0.9500702,0.00216426,0.0007093019,0.04330788],"study_design_scores_gemma":[0.0003220036,0.005083661,0.00353575,0.000124669,0.000175028,0.0007133184,0.00005751827,0.003723109,0.9527763,0.0009639725,0.03248506,0.00003959319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340111,0.01199029,0.0399983,0.0005401162,0.0003263361,0.0005487587,0.0004764376,0.0004298713,0.01167878],"genre_scores_gemma":[0.9660857,0.006959811,0.01962317,0.000423748,0.0001015062,0.0004294354,0.0004704162,0.0001009665,0.005805359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004295521,"threshold_uncertainty_score":0.01436996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08689356802970888,"score_gpt":0.2852769676145553,"score_spread":0.1983833995848465,"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."}}