{"id":"W2046533709","doi":"10.1002/mus.23310","title":"Fibrillation potential onset in peripheral nerve injury","year":2012,"lang":"en","type":"review","venue":"Muscle & Nerve","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Guideline; Medicine; Denervation; Fibrillation; Atrial fibrillation; Ventricular fibrillation; Nerve injury; Peripheral nerve injury; Peripheral nerve; Physical medicine and rehabilitation; Anesthesia; Intensive care medicine; Cardiology; Internal medicine; Pathology; Anatomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004369187,0.0005513203,0.001087412,0.0003493947,0.0002136691,0.0001652205,0.000366606,0.0005467702,0.0003438422],"category_scores_gemma":[0.0001073077,0.0004668839,0.0006305506,0.0007241365,0.0000949895,0.0005371987,0.0001731093,0.0005973101,0.0003007025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416267,"about_ca_system_score_gemma":0.00018334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009182763,"about_ca_topic_score_gemma":0.00004161011,"domain_scores_codex":[0.9961797,0.001013682,0.0009301804,0.0008017491,0.0004320382,0.0006426716],"domain_scores_gemma":[0.9986251,0.0001199418,0.0004732767,0.0005871159,0.00003252521,0.0001620674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001541644,0.00006611413,0.000009579242,0.001528411,0.000008385866,0.00006163974,0.00006948912,0.00004971792,0.001476075,0.0004209662,0.0004522166,0.995842],"study_design_scores_gemma":[0.0001947003,0.00009876355,0.0001216361,0.001344736,0.0001745556,0.0001234947,0.00000523676,0.000168693,0.0009151014,0.00007783862,0.9961022,0.000673114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01125911,0.9837699,0.00004353967,0.00006303177,0.002559124,0.001018081,0.0002457107,0.0001381341,0.000903366],"genre_scores_gemma":[0.05521407,0.9401618,0.0000822238,0.00009797164,0.001890772,0.0001088543,0.0003035759,0.0001247644,0.002015946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956499,"threshold_uncertainty_score":0.9997783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06591784497705351,"score_gpt":0.3275602413551038,"score_spread":0.2616423963780503,"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."}}