{"id":"W2143974213","doi":"10.1016/j.biomaterials.2004.05.013","title":"Microencapsulation of living cells in semi-permeable membranes with covalently cross-linked layers","year":2004,"lang":"en","type":"article","venue":"Biomaterials","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"Canadian Diabetes Association","keywords":"Covalent bond; Membrane; Polymer chemistry; Chemistry; Materials science; Biocompatibility; Chemical engineering; Biophysics; Biochemistry; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002383017,0.0004453137,0.0002972341,0.0001684541,0.000138018,0.0003912176,0.0002594092,0.0004432303,0.000544976],"category_scores_gemma":[0.0002099694,0.0002183186,0.0003725693,0.0002002657,0.0002201653,0.0004421736,0.0002805227,0.0004312723,0.0002365137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190807,"about_ca_system_score_gemma":0.0002190142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005254028,"about_ca_topic_score_gemma":0.0007326409,"domain_scores_codex":[0.9998746,0.0000126682,0.00001348926,0.00002703215,0.0000265314,0.00004563383],"domain_scores_gemma":[0.9998481,0.0000473423,0.00004417133,0.0000232926,0.00001456246,0.00002241912],"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":[0.00004250521,0.00000835741,0.00002531674,0.00002206357,0.000004397611,0.00001844465,0.00001148788,0.0000826624,0.9992829,0.00005326337,0.000006954817,0.0004416912],"study_design_scores_gemma":[0.000005066004,0.00007585927,0.0003155249,0.000003303656,0.00001285211,0.0000245164,0.000007089183,0.0002577827,0.9988399,0.00001374204,0.0004423005,0.000002020997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992912,0.001445391,0.004394982,0.00005122949,0.0000736892,0.00003099702,0.00009322749,0.00004750224,0.0009508878],"genre_scores_gemma":[0.9931046,0.0009546471,0.003841802,0.00003874697,0.00001928065,0.00003276232,0.0001097552,0.00002163581,0.00187663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000544976,"threshold_uncertainty_score":0.002315104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550239024290295,"score_gpt":0.2601685638570553,"score_spread":0.2446661736141523,"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."}}