{"id":"W3180154893","doi":"10.1126/sciadv.abf9635","title":"Snake extract–laden hemostatic bioadhesive gel cross-linked by visible light","year":2021,"lang":"en","type":"article","venue":"Science Advances","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba","funders":"","keywords":"Hemostasis; Bioadhesive; Fibrin; Clotting time; Hemostatic Agent; Platelet; Medicine; Surgery; Chemistry; Biomedical engineering; Internal medicine; Immunology","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":[0.0001045696,0.0003422473,0.0001916172,0.0002807166,0.0001637101,0.0001888596,0.0001105086,0.0003535523,0.001400648],"category_scores_gemma":[0.00009100133,0.0001542148,0.0003128326,0.0002036208,0.0001701428,0.0001811118,0.0001740315,0.0005308173,0.0002658579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606352,"about_ca_system_score_gemma":0.0001112781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002121575,"about_ca_topic_score_gemma":0.0004900554,"domain_scores_codex":[0.999921,0.00001253327,0.00000469061,0.0000186309,0.00002045241,0.00002265862],"domain_scores_gemma":[0.9999474,0.000008954176,0.00001557876,0.000005828801,0.000007393473,0.00001474638],"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":[0.00004617807,0.00001828648,0.00008752926,0.00004108788,0.000008563258,0.00004729475,0.00001037085,0.00003791027,0.9977167,0.00005948253,0.00005478799,0.001871869],"study_design_scores_gemma":[0.00001095716,0.0003852061,0.003299327,0.00001272957,0.00002815171,0.0002958432,0.00001758862,0.0005272261,0.9915512,0.00004559584,0.003818286,0.000007969254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787824,0.006425012,0.01103346,0.000168014,0.0001443539,0.00004194373,0.0001634545,0.0001287854,0.00311266],"genre_scores_gemma":[0.9875919,0.001821971,0.006778356,0.0001860216,0.00002291476,0.000020844,0.0002556127,0.0000200897,0.003302103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400648,"threshold_uncertainty_score":0.00468564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884187107968938,"score_gpt":0.3454476712366662,"score_spread":0.3266058001569768,"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."}}