{"id":"W7133051608","doi":"","title":"Methods of enhancing mechanical properties of hydrogel tubes used as nerve guidance channels in rat spinal cord injury","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Tube (container); Elastic modulus; Mechanical compression; Compression (physics); Mold; Compressive strength; Porosity; Glass tube","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648555,0.0004709535,0.0001935547,0.0002544146,0.0001366173,0.0001759911,0.0001415239,0.0002221514,0.0005369841],"category_scores_gemma":[0.0002374417,0.0001674,0.000251623,0.0001194,0.0002113378,0.0001999837,0.0001439611,0.0002997841,0.0001263624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619358,"about_ca_system_score_gemma":0.0002055891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002503588,"about_ca_topic_score_gemma":0.0005863858,"domain_scores_codex":[0.9998987,0.00001540891,0.000008149512,0.00001626799,0.00003370224,0.00002782635],"domain_scores_gemma":[0.9998206,0.00005099478,0.00006395287,0.00001082943,0.00002217377,0.0000313467],"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":[0.00003234401,0.00001616905,0.00003999503,0.00003296978,0.000001982464,0.0000147243,0.000007619962,0.00004305904,0.9979863,0.00002223487,0.000006603476,0.001795851],"study_design_scores_gemma":[0.000005554494,0.0002153109,0.0006114474,0.000002412388,0.000007373563,0.00003294731,0.000002632484,0.0001274474,0.9987538,0.000007058566,0.0002322965,0.000001677567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875374,0.002150834,0.009243909,0.00005592461,0.00002279001,0.000103369,0.0001061415,0.00008716324,0.0006923715],"genre_scores_gemma":[0.976112,0.002630898,0.01891842,0.00004025778,0.0000256156,0.0001530586,0.0001859774,0.00003473947,0.001899011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005369841,"threshold_uncertainty_score":0.001796365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850870679771115,"score_gpt":0.4100470529150868,"score_spread":0.3415383461173757,"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."}}