{"id":"W2117493489","doi":"10.1177/2041731413481036","title":"Preclinical evaluations of acellular biological conduits for peripheral nerve regeneration","year":2013,"lang":"en","type":"article","venue":"Journal of Tissue Engineering","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Regeneration (biology); Nerve guidance conduit; Electrical conduit; Surgery; Axon; Peripheral nerve; Anatomy; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003917971,0.00008471367,0.0001880714,0.0000717729,0.00005037616,0.00003120813,0.0001331149,0.0000869966,0.0001020991],"category_scores_gemma":[0.001214548,0.00006440948,0.0001004039,0.00009428681,0.00002732876,0.0002822787,0.00001532609,0.0001309501,0.00000412296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000256364,"about_ca_system_score_gemma":0.00003281945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001183568,"about_ca_topic_score_gemma":2.372804e-7,"domain_scores_codex":[0.9990039,0.00007111839,0.0005213572,0.0001078101,0.0001762346,0.0001195933],"domain_scores_gemma":[0.9991621,0.0002447945,0.0002483535,0.00009065241,0.0001895523,0.00006455184],"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":[0.00001117851,0.00003567587,0.0000324058,0.00001417288,0.000006364221,0.00000175076,0.00005309769,0.05017424,0.9460953,0.00124411,0.0003532236,0.001978497],"study_design_scores_gemma":[0.0003471342,0.0004805765,0.0003044571,0.00002632761,0.00001414694,0.00004135588,0.000007222914,0.05061679,0.946328,0.0002084164,0.001553205,0.00007237222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028749,0.0003466403,0.0952589,0.0004754957,0.0007347962,0.0002747602,0.000004759175,0.00001172094,0.0000180637],"genre_scores_gemma":[0.9888694,0.00002571787,0.01025561,0.00002532283,0.0005226174,0.00001706111,0.000002572102,0.00001009647,0.0002716509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08599449,"threshold_uncertainty_score":0.2626543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09366281690015273,"score_gpt":0.3512598669002121,"score_spread":0.2575970500000594,"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."}}