{"id":"W4205116287","doi":"10.1017/cjn.2021.467","title":"P.191 Development and Testing of a Novel Hydrogel Embolization Treatment for Neurovascular Diseases: Preliminary Animal Results","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); Toronto Public Health; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Embolization; Medicine; Neurovascular bundle; Radiology; Angiography; Arterial Embolization; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006812305,0.0004228185,0.000167778,0.0002590594,0.0001940749,0.0002326323,0.0002775598,0.0004737782,0.003086298],"category_scores_gemma":[0.0003105483,0.00009865495,0.0002418271,0.0001094084,0.0004162667,0.0002851243,0.0001448674,0.0003662898,0.0007816174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900727,"about_ca_system_score_gemma":0.0002715072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005962623,"about_ca_topic_score_gemma":0.0005782047,"domain_scores_codex":[0.9998401,0.00003452001,0.00001171386,0.00002904563,0.00006305388,0.00002151535],"domain_scores_gemma":[0.9997963,0.00007648863,0.00004123963,0.00002495234,0.00003384123,0.00002714136],"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":[0.0006677175,0.001057419,0.000818583,0.0002498714,0.00002668665,0.0004580168,0.00006356005,0.0007117094,0.9693184,0.0004490179,0.0005973349,0.02558148],"study_design_scores_gemma":[0.0001475226,0.01172301,0.003240117,0.00002667219,0.00006364047,0.001408922,0.00002608539,0.002534772,0.9718008,0.000213501,0.008803634,0.00001135033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230933,0.004688158,0.05680111,0.0004161927,0.0001697658,0.001174999,0.0007861189,0.000449463,0.01242085],"genre_scores_gemma":[0.947018,0.004201296,0.03438755,0.0001643253,0.00005647168,0.0007941884,0.001171991,0.00007934294,0.01212686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003086298,"threshold_uncertainty_score":0.01032472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06315375934903936,"score_gpt":0.2861467409671467,"score_spread":0.2229929816181073,"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."}}