{"id":"W4407497778","doi":"10.1016/j.bpj.2024.11.1839","title":"BPS2025 - Minimizing radiation damage caused by sterilization of hydroxyapatite through co-precipitation with free-radical scavengers","year":2025,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sterilization (economics); Chemistry; Precipitation; Radiation; Radiochemistry; Photochemistry; Business; Meteorology; Optics; Physics","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":[0.0002115408,0.000350967,0.0002637455,0.0001881206,0.0001597391,0.0002614063,0.0003026019,0.000394083,0.001443122],"category_scores_gemma":[0.0002506459,0.0001544089,0.0002699518,0.0001380003,0.0001686399,0.0001985756,0.0001847849,0.0004375197,0.0003876486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460562,"about_ca_system_score_gemma":0.000271902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006823562,"about_ca_topic_score_gemma":0.0006446955,"domain_scores_codex":[0.9997917,0.00002860716,0.00002196372,0.00004334697,0.00006627651,0.00004814587],"domain_scores_gemma":[0.9998792,0.00002138176,0.00003137683,0.00001508609,0.00002986937,0.00002300685],"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":[0.0001629003,0.00003143762,0.00007020238,0.00008461073,0.000009954099,0.00002576871,0.00001651765,0.00006700707,0.9959338,0.00005380925,0.00006190837,0.003482106],"study_design_scores_gemma":[0.000005799951,0.00009781082,0.0004251424,0.000003498851,0.00001081537,0.00003487007,0.000006041627,0.0001772382,0.9982306,0.00001009908,0.0009947427,0.0000032517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858044,0.003735338,0.007132203,0.0001067969,0.0001282432,0.00004802095,0.0001662676,0.0002302268,0.002648428],"genre_scores_gemma":[0.9905583,0.0009819795,0.004844128,0.00007080617,0.00002084958,0.00002588102,0.0003017445,0.00003437607,0.003161963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001443122,"threshold_uncertainty_score":0.004827738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008414682339732284,"score_gpt":0.2409992867197627,"score_spread":0.2325846043800304,"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."}}