{"id":"W2106925455","doi":"10.1097/00007890-200106270-00002","title":"NOVEL APPROACHES TOWARD EARLY DIAGNOSIS OF ISLET ALLOGRAFT REJECTION1","year":2001,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Islet; Allotransplantation; Transplantation; Medicine; In vivo; Immunology; Insulin; Internal medicine; Biology","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":[0.001208902,0.001049496,0.0005205748,0.001234345,0.0001816499,0.0009546457,0.0007711628,0.001155382,0.001559012],"category_scores_gemma":[0.0008644295,0.0004181937,0.0004221667,0.000360719,0.0005745509,0.0007902277,0.0006243715,0.001796772,0.0007900723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772077,"about_ca_system_score_gemma":0.0003571014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750789,"about_ca_topic_score_gemma":0.0003369308,"domain_scores_codex":[0.9994372,0.0001569664,0.00003735058,0.0001239902,0.0001793202,0.00006530769],"domain_scores_gemma":[0.9992774,0.0002560253,0.0001662465,0.00005649008,0.0001618671,0.00008184426],"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":[0.0006377725,0.000333294,0.004180696,0.0005622416,0.00003992437,0.0002686813,0.00006975423,0.0003124192,0.9292104,0.0007931982,0.0006418329,0.06294984],"study_design_scores_gemma":[0.0002043429,0.003027036,0.01176567,0.0001754514,0.0002120185,0.005491734,0.0001003359,0.01006483,0.9505241,0.00189841,0.01644693,0.0000891137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5109285,0.07336726,0.3989583,0.002401605,0.0009564849,0.0007976107,0.0007764192,0.002239678,0.009574153],"genre_scores_gemma":[0.6290705,0.02159632,0.3410285,0.001171136,0.000552439,0.0006259215,0.0007596352,0.0001272377,0.005068332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001559012,"threshold_uncertainty_score":0.006393373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06808095846682238,"score_gpt":0.2600301167719062,"score_spread":0.1919491583050839,"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."}}