{"id":"W2971970422","doi":"","title":"Early Predictors of Microsurgical Reconstruction in Brachial Plexus Birth Palsy.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Microsurgery; Brachial plexus; Wrist; Univariate analysis; Dash; Palsy; Thumb; Gestational age; Brachial plexus injury; Surgery; Physical therapy; Multivariate analysis; Pregnancy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003259025,0.00006705598,0.0002064583,0.0001347233,0.000009683207,0.000004602664,0.00003508416,0.00009114184,0.00006986843],"category_scores_gemma":[0.0001061715,0.00005399681,0.00007298414,0.0001800849,0.00007462614,0.00008921777,0.00001152898,0.0001327909,0.00001527889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004025243,"about_ca_system_score_gemma":0.00002503011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000517294,"about_ca_topic_score_gemma":0.000009295586,"domain_scores_codex":[0.9991853,0.00005725133,0.0002930878,0.0001602792,0.0001364094,0.0001676643],"domain_scores_gemma":[0.9995965,0.00008094002,0.00007639255,0.0001390889,0.0000395269,0.00006758497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004262129,0.00009119782,0.9378868,0.00009744975,0.00001593994,0.000001952475,0.0001380875,0.00000264953,0.002880493,0.0000869564,0.00002512409,0.05834714],"study_design_scores_gemma":[0.001552411,0.000158187,0.9942108,0.00003274358,0.0000124802,0.00002199692,0.00004836853,0.000008662547,0.003119801,0.0001279562,0.0006545119,0.00005211878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996137,0.00006202739,0.000001664791,0.0001189675,0.0007476605,0.0008258859,0.000008676994,0.00002415785,0.002073947],"genre_scores_gemma":[0.9986865,0.000007699353,0.0001032276,0.00002648433,0.0001317945,0.0001142555,0.0000068085,0.000008228822,0.000915005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05829502,"threshold_uncertainty_score":0.2201926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009337909007876363,"score_gpt":0.220855890695518,"score_spread":0.2115179816876416,"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."}}