{"id":"W4384282016","doi":"10.1055/s-0043-1768940","title":"Permanent Brachial Plexus Birth Injury: Helsinki Shoulder Protocol","year":2023,"lang":"en","type":"review","venue":"Seminars in Plastic Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brachial plexus injury; Brachial plexus; External rotation; Avulsion injury; Birth injury; Surgery; Shoulder dystocia; Magnetic resonance imaging; Avulsion; Ultrasound; Pregnancy; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004622879,0.001147728,0.001910517,0.001988056,0.001156759,0.001145309,0.002636074,0.001968305,0.1176567],"category_scores_gemma":[0.004156062,0.0007514127,0.002223521,0.001442178,0.0005978933,0.001257631,0.001492176,0.001803877,0.02442451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478065,"about_ca_system_score_gemma":0.009977299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004860507,"about_ca_topic_score_gemma":0.008397335,"domain_scores_codex":[0.9988775,0.000311852,0.0003781418,0.0001124271,0.0002072011,0.0001128404],"domain_scores_gemma":[0.9984559,0.0003215713,0.000296048,0.0001062463,0.000642727,0.0001775743],"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":[0.009022762,0.003033236,0.002039065,0.1999515,0.0004323299,0.001021889,0.0008780666,0.00113504,0.002971432,0.009132596,0.3645951,0.405787],"study_design_scores_gemma":[0.004923661,0.001570503,0.01188913,0.08960225,0.0005540641,0.001088184,0.000656779,0.0001657475,0.0008255041,0.002292649,0.8863403,0.00009115064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.0061487,0.0651731,0.006411977,0.004794356,0.002783743,0.7970104,0.05840209,0.0003673949,0.05890826],"genre_scores_gemma":[0.007960623,0.07541637,0.01279384,0.003883329,0.0005979627,0.8315985,0.03044702,0.00005717918,0.03724524],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1176567,"threshold_uncertainty_score":0.3936007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211363325239196,"score_gpt":0.3839816533946945,"score_spread":0.3218680201423025,"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."}}