{"id":"W2776812118","doi":"10.1097/gox.0000000000001587","title":"Prompt Referral in the Nonoperative Treatment of Obstetrical Brachial Plexus Injuries","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Shoulder dystocia; Brachial plexus; Apgar score; Referral; Elbow; Physical therapy; Population; Retrospective cohort study; Birth weight; Surgery; Pregnancy","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":[0.0006465449,0.0002359436,0.0003103838,0.0009658438,0.0005753335,0.0006335464,0.0005976112,0.0005852708,0.002000972],"category_scores_gemma":[0.004790229,0.000166618,0.0002321329,0.0006270386,0.0002828063,0.0006315777,0.0005753052,0.000628858,0.0002858273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004690717,"about_ca_system_score_gemma":0.001623453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196245,"about_ca_topic_score_gemma":0.003459741,"domain_scores_codex":[0.9993879,0.0002100954,0.00009795513,0.00007574679,0.0001066604,0.0001217038],"domain_scores_gemma":[0.9975492,0.0007765768,0.001098883,0.00004524937,0.0001419575,0.0003880457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002623237,0.0001436934,0.9521244,0.0002705544,0.00001555116,0.01012443,0.0003516088,0.00008505112,0.0007080399,0.0000482617,0.0006446877,0.03522139],"study_design_scores_gemma":[0.00002721807,0.0008766181,0.9519632,0.0006081232,0.0000460018,0.04057766,0.003277884,0.0003400276,0.0006629935,0.0001993018,0.001404368,0.00001672765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898967,0.007636995,0.0004749154,0.0006534535,0.00006926479,0.00005103935,0.0001090897,0.00001407667,0.00109451],"genre_scores_gemma":[0.9958936,0.002958488,0.0006141402,0.0001203313,0.00007768039,0.00003410766,0.0001330914,0.000002579284,0.0001659432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196245,"threshold_uncertainty_score":0.0066939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879380345883329,"score_gpt":0.3530389105825323,"score_spread":0.294245107123699,"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."}}