{"id":"W4386002890","doi":"10.1016/j.actbio.2023.08.029","title":"In situ forming macroporous biohybrid hydrogel for nucleus pulposus cell delivery","year":2023,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Materials science; Intervertebral disc; Chondroitin sulfate; Tissue engineering; Hyaluronic acid; Biophysics; Biomedical engineering; Glycosaminoglycan; Chemistry; Polymer chemistry; Anatomy; Biochemistry","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":[0.0001086408,0.0002091743,0.0001669612,0.00009614036,0.0001364021,0.0002277135,0.0001285032,0.0002818704,0.0008955601],"category_scores_gemma":[0.00008633229,0.0001242181,0.0001398628,0.00008902853,0.0001264344,0.0002908203,0.0001835858,0.000295965,0.0001999206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060581,"about_ca_system_score_gemma":0.0002189323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006181629,"about_ca_topic_score_gemma":0.001428792,"domain_scores_codex":[0.9999274,0.000006022361,0.000003787086,0.00002025944,0.00001961937,0.00002282107],"domain_scores_gemma":[0.9999439,0.00001608641,0.00001689563,0.000003647717,0.000008279154,0.00001120536],"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":[0.00002367724,0.000008634296,0.00002925606,0.00004305903,0.000002107616,0.00004126836,0.00001433292,0.0001375028,0.9980058,0.0000750841,0.00003925638,0.001580044],"study_design_scores_gemma":[0.000004916006,0.00008297755,0.0004408915,0.000003330831,0.000009885636,0.00006910068,0.0000158937,0.001215969,0.9966056,0.0000239923,0.001522034,0.000005445135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97109,0.001719873,0.02227988,0.0001114595,0.00008498249,0.00006553569,0.0002962703,0.0001660969,0.004185918],"genre_scores_gemma":[0.9882916,0.0007045371,0.008102713,0.00005434527,0.00001536786,0.00006642602,0.00008499924,0.00001897434,0.002661196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008955601,"threshold_uncertainty_score":0.002995968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344457957408256,"score_gpt":0.2912930700092618,"score_spread":0.2678484904351792,"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."}}