{"id":"W4412372713","doi":"10.1002/admt.202402062","title":"Bioengineered Models of Nerve Regeneration","year":2025,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Regeneration (biology); Neuroscience; Biology; Cell biology","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":[0.0005373166,0.000611284,0.0004013672,0.0007090417,0.0002343236,0.001111779,0.000713213,0.0008948718,0.002050712],"category_scores_gemma":[0.000187426,0.0001982906,0.0005627525,0.0004099942,0.000598316,0.0006641023,0.0005664344,0.001075451,0.0008499957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668727,"about_ca_system_score_gemma":0.0005090857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006667306,"about_ca_topic_score_gemma":0.001082,"domain_scores_codex":[0.9996574,0.00006648288,0.00002920621,0.000053282,0.0001597298,0.00003396592],"domain_scores_gemma":[0.9998553,0.00004549624,0.00003795862,0.00002429161,0.00002080318,0.000016142],"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":[0.00008962584,0.00009392036,0.0001165593,0.001064451,0.00003465149,0.0003155137,0.00005974019,0.003510421,0.9684418,0.009086074,0.0009578854,0.01622942],"study_design_scores_gemma":[0.00003059577,0.0008226398,0.001288996,0.000403886,0.0001018538,0.001110022,0.00007479966,0.0071661,0.8558716,0.004275602,0.1288003,0.00005361436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3455171,0.2165264,0.3587094,0.001940595,0.003968888,0.0007262156,0.004481064,0.00187562,0.06625473],"genre_scores_gemma":[0.7619231,0.1088346,0.09719443,0.0008427366,0.0002576422,0.0007150583,0.00281494,0.0001318885,0.02728542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002050712,"threshold_uncertainty_score":0.006860256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233346928114452,"score_gpt":0.2624540317018573,"score_spread":0.2501205624207128,"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."}}