{"id":"W4308548936","doi":"10.1021/acsnano.2c05247","title":"Endoscopy Deliverable and Mushroom-Cap-Inspired Hyperboloid-Shaped Drug-Laden Bioadhesive Hydrogel for Stomach Perforation Repair","year":2022,"lang":"en","type":"article","venue":"ACS Nano","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba","funders":"","keywords":"Perforation; Stomach; Biomedical engineering; Bioadhesive; Medicine; Materials science; Surgery; Drug delivery; Nanotechnology; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006428146,0.0002919688,0.0001245778,0.0001526016,0.0000721329,0.0001511694,0.0001499354,0.000295632,0.0004348501],"category_scores_gemma":[0.00005694803,0.00009296925,0.0001418412,0.00008452071,0.0001359033,0.0002543496,0.0001599647,0.0002416667,0.0001374238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824972,"about_ca_system_score_gemma":0.0001007876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000281905,"about_ca_topic_score_gemma":0.0006342827,"domain_scores_codex":[0.9999627,0.000003966717,0.000002465148,0.00001074394,0.00001214993,0.000007989989],"domain_scores_gemma":[0.9999653,0.000004355958,0.00001348436,0.000002382797,0.00000407064,0.00001048461],"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":[0.00001580165,0.000006813773,0.00003627089,0.00003680632,0.000002061153,0.00004104797,0.000006270177,0.00008160133,0.9982392,0.0000442468,0.0000260365,0.001463866],"study_design_scores_gemma":[0.000007091385,0.0001197778,0.0007170175,0.000004496379,0.00001081177,0.0001260322,0.00000960694,0.0009992792,0.9963737,0.00001563224,0.001609578,0.000006919481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970764,0.006034032,0.02061303,0.0001558428,0.000073075,0.00005712909,0.0001817307,0.0001893506,0.001931744],"genre_scores_gemma":[0.9866997,0.001682413,0.009520723,0.00008108392,0.00001233349,0.00003127963,0.00007860175,0.00001545813,0.001878491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004348501,"threshold_uncertainty_score":0.001454711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376572012845278,"score_gpt":0.2361152443746136,"score_spread":0.2223495242461609,"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."}}