{"id":"W4415418342","doi":"10.1111/ijag.70011","title":"Precise modulation of dissolution, therapeutic ion release, and biocompatibility in bioactive glasses","year":2025,"lang":"en","type":"article","venue":"International Journal of Applied Glass Science","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biocompatibility; Dissolution; Bioactive glass; Boron; Ion; Kinetics; Controlled release; Cytotoxicity","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":[0.0002709071,0.0002326227,0.0002217969,0.0001615256,0.0001099763,0.0002706928,0.0001519258,0.0001920591,0.0002401485],"category_scores_gemma":[0.0003356873,0.0001733708,0.0002430226,0.0001236007,0.0002399715,0.0002373348,0.0002415099,0.0002103214,0.00006574134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969826,"about_ca_system_score_gemma":0.0002803703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347124,"about_ca_topic_score_gemma":0.00237781,"domain_scores_codex":[0.999874,0.00001584787,0.00001043839,0.00003289627,0.00004448395,0.00002225522],"domain_scores_gemma":[0.9999014,0.00004611542,0.00002948191,0.000006427524,0.00001054176,0.000006080202],"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":[0.00005508084,0.000007491547,0.0002256745,0.00003052538,0.000004380571,0.00001001838,0.00001154609,0.001343705,0.9967968,0.00009918798,0.000009842063,0.001405707],"study_design_scores_gemma":[0.000007265525,0.0001035476,0.0006218069,0.000001971357,0.000009104392,0.00001211222,0.00001051701,0.01334835,0.9855024,0.00004182544,0.0003356336,0.000005596705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847983,0.0006344128,0.01389434,0.00004840936,0.00001374119,0.00002231649,0.00009523214,0.00006489766,0.0004284165],"genre_scores_gemma":[0.9936501,0.0003277543,0.005715108,0.00001249009,0.000002723763,0.00001752851,0.00003243016,0.00001411519,0.000227689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001347124,"threshold_uncertainty_score":0.002880335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008067505915808742,"score_gpt":0.2548404337152728,"score_spread":0.2467729277994641,"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."}}