{"id":"W1966008786","doi":"10.1016/j.biomaterials.2003.12.022","title":"Transcatheter embolization using degradable crosslinked hydrogels","year":2004,"lang":"en","type":"article","venue":"Biomaterials","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Microsphere; Embolization; Materials science; Biomedical engineering; Albumin; Human albumin; Medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005666132,0.000122909,0.0002026361,0.00006109136,0.0001379101,0.00003534742,0.00005062927,0.00007608414,0.0001922686],"category_scores_gemma":[0.000006905594,0.00009796765,0.0001078984,0.0001237892,0.00004300521,0.0000823399,0.000007705876,0.000006460073,0.0001381823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000648332,"about_ca_system_score_gemma":0.00005788276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239083,"about_ca_topic_score_gemma":0.000003977822,"domain_scores_codex":[0.9992779,0.00001650315,0.0002308433,0.0001800022,0.0001076126,0.0001870829],"domain_scores_gemma":[0.9996251,0.000005714891,0.00005368315,0.0001948765,0.0000532318,0.00006740654],"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":[0.00007032655,0.000192295,0.0004142167,0.00002538118,0.00004197466,0.000009565721,0.0001517844,0.00001301339,0.9977986,0.001085139,0.000008187592,0.0001895127],"study_design_scores_gemma":[0.001769365,0.0001436933,0.005918761,0.00006161501,0.0002010584,0.0002837915,0.00001453452,0.00004309126,0.9886128,0.002110478,0.0006947638,0.0001460132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957463,0.0000704187,0.002584402,0.000445794,0.0001962,0.0003910856,0.00001883375,0.0001355646,0.0004114169],"genre_scores_gemma":[0.9954792,0.00000858199,0.003841857,0.0001791662,0.0001953277,0.00002733717,0.00008737219,0.00002207886,0.0001590481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009185767,"threshold_uncertainty_score":0.3995005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943191596333635,"score_gpt":0.2946104279558108,"score_spread":0.2551785119924745,"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."}}