{"id":"W4389882109","doi":"10.32920/24625176","title":"Tantalum-doped Mesoporous Bioactive Glass Fibers and Powders for Hemostatic Applications","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Partial thromboplastin time; Mesoporous material; Hemostasis; Nuclear chemistry; Materials science; Chemistry; Coagulation; Catalysis; Medicine; Biochemistry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003031049,0.0003272586,0.0007079103,0.0001532207,0.0001261429,0.00005670836,0.0001076638,0.0003614067,0.00009488585],"category_scores_gemma":[0.0001146494,0.0002454228,0.0002440751,0.0001941536,0.0001930796,0.00002811128,0.0002300104,0.0004202954,0.0000468185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161186,"about_ca_system_score_gemma":0.0002197331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001819922,"about_ca_topic_score_gemma":0.00002560901,"domain_scores_codex":[0.9981676,0.00003305438,0.0004474791,0.0007241092,0.0002602254,0.0003675102],"domain_scores_gemma":[0.9984038,0.0004569029,0.0001534988,0.0004787885,0.0001808883,0.0003260627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003393204,0.002743052,0.007685607,0.02212738,0.01345202,0.0008450825,0.01046829,0.0004013431,0.008125391,0.03216621,0.2062621,0.6923303],"study_design_scores_gemma":[0.01719857,0.001785382,0.003235791,0.002176535,0.004378621,0.0004498466,0.0254204,0.04871344,0.01730963,0.04965903,0.8254204,0.004252373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3007929,0.00767596,0.3614719,0.1909512,0.00303703,0.06061458,0.004994374,0.00432367,0.06613845],"genre_scores_gemma":[0.9142744,0.002424302,0.02562973,0.003541346,0.0005158288,0.004020957,0.003355938,0.0003237374,0.04591374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6880779,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619490696072512,"score_gpt":0.3464473973082522,"score_spread":0.284498327701001,"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."}}