{"id":"W4386568222","doi":"10.34133/cbsystems.0058","title":"Rational Design of Bioactive Materials for Bone Hemostasis and Defect Repair","year":2023,"lang":"en","type":"review","venue":"Cyborg and Bionic Systems","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hemostasis; Medicine; Bone healing; Surgery; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003921212,0.0008645073,0.0006999696,0.001559569,0.0002303365,0.0006722362,0.0004334391,0.0007384546,0.001248471],"category_scores_gemma":[0.0003209962,0.0003724218,0.0005728952,0.001080383,0.0002889702,0.0009490367,0.0004590135,0.0008941116,0.0006219012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004482711,"about_ca_system_score_gemma":0.0006918493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294545,"about_ca_topic_score_gemma":0.001007642,"domain_scores_codex":[0.9998275,0.0000237191,0.00001984402,0.00002898099,0.00007148627,0.00002848961],"domain_scores_gemma":[0.9999466,0.00001440202,0.00001682135,0.000003464637,0.00001387152,0.00000491943],"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":[0.0001485811,0.0003073602,0.0004520676,0.03849858,0.0001901933,0.0007795843,0.0002332703,0.005167304,0.2354781,0.04032887,0.00889178,0.6695243],"study_design_scores_gemma":[0.00006050987,0.0005393047,0.001448569,0.003887453,0.0002646216,0.001596995,0.0001525875,0.002496162,0.1029374,0.006876568,0.8796675,0.0000722847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008639192,0.9780539,0.006713618,0.0002952295,0.0002973981,0.0001005582,0.0001128396,0.0000361405,0.005751226],"genre_scores_gemma":[0.0354418,0.952929,0.008406304,0.0002241993,0.00008804043,0.0001182219,0.000131876,0.00001326876,0.002647299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001559569,"threshold_uncertainty_score":0.004176557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609462064919661,"score_gpt":0.3763730782330709,"score_spread":0.2154268717411047,"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."}}