{"id":"W2589213529","doi":"10.71781/30874","title":"Transplantation d'îlots de Langerhans microencapsulés : biocompatibilité, survie et fonction","year":2002,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council Canada; Medical Research Council; Diabète Québec","keywords":"Transplantation; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005077879,0.0006119246,0.0006231198,0.0006278679,0.003555746,0.00008326297,0.0003280795,0.000744301,0.0008797781],"category_scores_gemma":[0.00005705158,0.0007179383,0.0003996767,0.0005934339,0.0003062983,0.0004194019,0.00003131637,0.0009204826,0.0005668564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006286551,"about_ca_system_score_gemma":0.002202027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05647034,"about_ca_topic_score_gemma":0.02357834,"domain_scores_codex":[0.9960851,0.0005295384,0.0006481121,0.0008444313,0.001030426,0.0008623964],"domain_scores_gemma":[0.9978413,0.0002887376,0.0003263318,0.0004297052,0.0004269652,0.0006869697],"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":[0.007098091,0.002455057,0.1658295,0.007824955,0.001880659,0.02482422,0.2710597,0.003055332,0.4770943,0.01483038,0.001990054,0.02205774],"study_design_scores_gemma":[0.008779444,0.0008747205,0.7070267,0.003324803,0.002901723,0.008149759,0.04783052,0.006221627,0.1795727,0.0001644108,0.03355613,0.001597506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312805,0.02715511,0.001474114,0.001104734,0.001801481,0.001112664,0.0005003743,0.0002107467,0.03536028],"genre_scores_gemma":[0.8833249,0.01418337,0.0008803008,0.0002078553,0.0004147162,0.00004572568,0.00411511,0.00008145557,0.09674658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5411972,"threshold_uncertainty_score":0.9995272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196739544569999,"score_gpt":0.2240844333293605,"score_spread":0.2121170378836605,"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."}}