{"id":"W4400464599","doi":"10.1021/acsbiomaterials.4c00548","title":"Composite Hydrogel Sealants for Annulus Fibrosus Repair","year":2024,"lang":"en","type":"article","venue":"ACS Biomaterials Science & Engineering","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shriners Hospitals for Children - Canada; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Canada Research Chairs; Government of Canada","keywords":"Sealant; Materials science; Biomedical engineering; Intervertebral disc; Composite number; Thermoplastic polyurethane; Stiffness; Composite material; Scaffold; Adhesion; Medicine; Surgery; Elastomer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004097574,0.0001534376,0.0002495936,0.0002640958,0.00007373,0.0001070745,0.0001626528,0.00006406403,0.00003276366],"category_scores_gemma":[0.0001143736,0.0001244922,0.0001054806,0.0004059563,0.0001150802,0.0002912001,0.00008449966,0.00002987956,0.00007602847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007336366,"about_ca_system_score_gemma":0.00008503636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000174221,"about_ca_topic_score_gemma":4.464366e-7,"domain_scores_codex":[0.998725,0.000004254461,0.0002587754,0.0003919727,0.0001815072,0.0004384972],"domain_scores_gemma":[0.9995289,0.00001116664,0.00002149389,0.0002426302,0.00005938599,0.0001364632],"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":[0.000009542009,0.00001456641,0.00008595402,0.0001703781,0.00001724051,0.00007488069,0.000115862,0.00002966682,0.9975728,0.001130454,0.0005767476,0.0002019316],"study_design_scores_gemma":[0.0002439635,0.0003061739,0.01174168,0.0002943164,0.00003593216,0.0003630626,0.00001387784,0.01412134,0.971048,0.00003408192,0.001648908,0.0001486935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954281,0.0005246327,0.0009999907,0.0002141204,0.001664776,0.0002951707,0.00004430219,0.0006964848,0.0001324208],"genre_scores_gemma":[0.994755,0.00001336859,0.004592277,0.0001238241,0.0002491203,0.00004304364,0.00002289498,0.00002639135,0.0001740356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02652481,"threshold_uncertainty_score":0.5076643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698219797437025,"score_gpt":0.3010414896141944,"score_spread":0.2840592916398241,"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."}}