{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002565423,0.0003460376,0.0002237393,0.0004151171,0.0001391394,0.0002488609,0.0001793184,0.000421373,0.001275218],"category_scores_gemma":[0.0002201275,0.000141425,0.0003089964,0.0001491227,0.0001492758,0.000419886,0.0002310035,0.0003377066,0.0003975318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703252,"about_ca_system_score_gemma":0.0001444176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595534,"about_ca_topic_score_gemma":0.0004113769,"domain_scores_codex":[0.9998602,0.00002060085,0.00001395339,0.00002447632,0.00006216441,0.00001855969],"domain_scores_gemma":[0.9998374,0.0000328944,0.00007919333,0.000007875233,0.00002176554,0.00002080693],"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":[0.0001274576,0.00006028658,0.0002163521,0.0007562116,0.00002303293,0.0003061104,0.00003844172,0.0004949075,0.9687872,0.000470771,0.0005180602,0.02820117],"study_design_scores_gemma":[0.00004017384,0.001337053,0.002465655,0.0001014785,0.00006870939,0.001533926,0.00004118011,0.003130035,0.9687574,0.0002645717,0.02222363,0.0000360924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7104268,0.1955158,0.07998203,0.0008793828,0.001131783,0.0002845837,0.0005770448,0.0008485233,0.01035402],"genre_scores_gemma":[0.9378269,0.02908593,0.02809759,0.0003969803,0.0002461704,0.0001394253,0.0001791483,0.00005579996,0.003971959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001275218,"threshold_uncertainty_score":0.004266024,"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."}}