{"id":"W4214820378","doi":"10.1177/15589447221075664","title":"Elevated Body Mass Index Negatively Impacts Recovery of Shoulder Abduction Strength in Triceps Motor Branch to Axillary Nerve Transfers","year":2022,"lang":"en","type":"article","venue":"Hand","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa; University of Manitoba","funders":"","keywords":"Medicine; Axillary nerve; Brachial plexus; Body mass index; Surgery; Retrospective cohort study; Brachial plexus injury; Cohort; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003351577,0.0001200054,0.0002761494,0.0003623708,0.0000785404,0.000009405184,0.00005384687,0.00007078621,0.0002732445],"category_scores_gemma":[0.000143709,0.0001101065,0.00009335986,0.0007284878,0.00004435295,0.0001344658,0.00001414302,0.0002519686,0.000002209438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703433,"about_ca_system_score_gemma":0.0001206268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378081,"about_ca_topic_score_gemma":0.00003345481,"domain_scores_codex":[0.9987814,0.0001523803,0.0003476328,0.0002313627,0.0002981226,0.0001890437],"domain_scores_gemma":[0.9994923,0.0001144751,0.00006357276,0.0001524873,0.00007850004,0.00009865578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003921358,0.0003396688,0.01647149,0.0001722407,0.00006497286,0.00002377326,0.001636882,0.0008054875,0.9654971,0.00002026832,0.0003037432,0.01074297],"study_design_scores_gemma":[0.006966545,0.008390252,0.6978926,0.0002031567,0.0001137132,0.00004705982,0.002808315,0.0007282208,0.2804873,0.000773548,0.00124962,0.0003397215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974063,0.0001041181,0.0004400832,0.0007975521,0.0002706598,0.0006991465,0.00007984309,0.00002093617,0.0001813389],"genre_scores_gemma":[0.9990416,0.00001618401,0.0001542021,0.0001290243,0.00006247381,0.00006051061,0.00005313541,0.00001876165,0.0004640704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6850099,"threshold_uncertainty_score":0.4490011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305520314163232,"score_gpt":0.2746257765497531,"score_spread":0.2615705734081207,"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."}}