{"id":"W4311053294","doi":"10.3390/gels8120788","title":"Photosensitive Hydrogel-Based Embolic Agent Treatment of Wide-Necked Aneurysms: Preliminary Animal Results","year":2022,"lang":"en","type":"article","venue":"Gels","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; Toronto Metropolitan University; University of Toronto","funders":"Sunnybrook Research Institute","keywords":"Balloon; Medicine; Photopolymer; Embolization; Balloon catheter; Aneurysm; Radiology; Surgery; Materials science; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001045339,0.00106671,0.0007110409,0.0004920679,0.0002988774,0.0003178531,0.0007162365,0.0007427174,0.001619034],"category_scores_gemma":[0.0003558894,0.0002849241,0.0007072503,0.0001574888,0.0008455551,0.0005527202,0.0002652773,0.00079948,0.0004228102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444299,"about_ca_system_score_gemma":0.0003682247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005315606,"about_ca_topic_score_gemma":0.0007987817,"domain_scores_codex":[0.9997273,0.00007601824,0.00001913767,0.00004917139,0.00004418368,0.0000841373],"domain_scores_gemma":[0.9995615,0.0001633213,0.0001054276,0.00007454792,0.00002911004,0.00006607484],"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":[0.002517365,0.003121969,0.0007521661,0.0004825956,0.0001369036,0.0008004438,0.0001399113,0.0006891806,0.9747823,0.0001232463,0.0002911594,0.0161629],"study_design_scores_gemma":[0.0008356665,0.05999596,0.006873402,0.0000555142,0.0003374747,0.002435533,0.00006012892,0.001600739,0.9239174,0.00009665114,0.003749382,0.00004230509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858271,0.002894104,0.009133596,0.0001604888,0.0001232715,0.0003252263,0.000296623,0.0001909268,0.001048674],"genre_scores_gemma":[0.9766818,0.006027539,0.01324906,0.0001544466,0.000163701,0.0004767076,0.0008407843,0.00006056089,0.002345394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619034,"threshold_uncertainty_score":0.005528331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514992143764356,"score_gpt":0.2670178729560367,"score_spread":0.2418679515183932,"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."}}