{"id":"W1530397039","doi":"10.3171/2008.12.peds0885","title":"Navigating the gray zone: a guideline for surgical decision making in obstetrical brachial plexus injuries","year":2009,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"","keywords":"Medicine; Brachial plexus; Guideline; Brachial plexus injury; Surgery; Prospective cohort study; Population; Physical therapy; Elbow","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":[0.03279191,0.002167895,0.002638716,0.01006859,0.003018749,0.006324728,0.009536122,0.01115786,0.003064192],"category_scores_gemma":[0.08329941,0.001135195,0.00312756,0.004494506,0.003268443,0.006296039,0.005480758,0.0139768,0.003615264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00668024,"about_ca_system_score_gemma":0.02340024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079824,"about_ca_topic_score_gemma":0.02164728,"domain_scores_codex":[0.9635869,0.02173738,0.007707095,0.0008045884,0.00495598,0.001208031],"domain_scores_gemma":[0.908146,0.03842439,0.007502106,0.002023523,0.03706708,0.006836956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001833359,0.000923275,0.01141309,0.003550326,0.0002048499,0.004773275,0.003879091,0.004643649,0.0009940213,0.007545564,0.6355537,0.3263358],"study_design_scores_gemma":[0.001034084,0.001044533,0.03166413,0.06508954,0.0006487805,0.01058421,0.01892227,0.02095888,0.002210837,0.07351703,0.7735593,0.0007665392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01199252,0.04843689,0.1489297,0.7349225,0.01188318,0.007601628,0.001539895,0.002526486,0.03216729],"genre_scores_gemma":[0.06669924,0.03816947,0.7989914,0.07223796,0.007398047,0.00746784,0.002462937,0.0002796344,0.00629339],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03279191,"threshold_uncertainty_score":0.1734222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110053117639685,"score_gpt":0.3555335536260499,"score_spread":0.3344330224496531,"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."}}