{"id":"W2910507226","doi":"10.1212/wnl.88.16_supplement.p2.142","title":"Review of muscle biopsy technical safety and quality using a self-contained, vacuum-assisted biopsy technique (P2.142)","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Muscle biopsy; Biopsy; Quality (philosophy); Medicine; Medical physics; Pathology; Philosophy; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001673643,0.0004476671,0.0007662756,0.002817203,0.0002207465,0.0006236171,0.00104126,0.0007172604,0.003178844],"category_scores_gemma":[0.003504739,0.0002581629,0.0004961246,0.002114493,0.0004952349,0.001166637,0.0003620096,0.0007921684,0.00216633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970564,"about_ca_system_score_gemma":0.001139373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557974,"about_ca_topic_score_gemma":0.00221133,"domain_scores_codex":[0.9992875,0.0001364878,0.0002150585,0.00009589527,0.0002296105,0.00003556595],"domain_scores_gemma":[0.9964213,0.001789022,0.0004551486,0.00008380582,0.001141732,0.0001089514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008505576,0.0000368969,0.0005366553,0.01826926,0.0001197173,0.0006288558,0.00007313213,0.0002057946,0.002280676,0.00112742,0.05328019,0.9233562],"study_design_scores_gemma":[0.00001660922,0.000275322,0.005856947,0.009346155,0.0003168729,0.01435684,0.000128353,0.0002119731,0.002923108,0.0008496764,0.9656644,0.0000536318],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0006817526,0.9944022,0.001038289,0.0008174523,0.000983425,0.00001071498,0.00005063858,0.00002332748,0.001992239],"genre_scores_gemma":[0.006073118,0.9873639,0.002034009,0.001045211,0.001485465,0.00002249247,0.0002050416,0.00002285251,0.00174794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003178844,"threshold_uncertainty_score":0.01063424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470776965362285,"score_gpt":0.3175213859164859,"score_spread":0.292813616262863,"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."}}