{"id":"W2329315766","doi":"10.1097/prs.0b013e3182063490","title":"Novel Use of an Orthopedic Limb-Positioning Device for Brachioplasty","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Axilla; Scars; Elbow; Redundancy (engineering); Plastic surgery; Computer science","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":[0.0003901489,0.001284715,0.0006431972,0.001054453,0.0005704608,0.0007777472,0.001358693,0.001393797,0.00604463],"category_scores_gemma":[0.0008753234,0.0003010569,0.001171134,0.0004426024,0.000556708,0.001030863,0.0008749748,0.001176404,0.003405725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473003,"about_ca_system_score_gemma":0.0003544016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313333,"about_ca_topic_score_gemma":0.0006076565,"domain_scores_codex":[0.9995077,0.00006166413,0.0000792352,0.0001208493,0.0001677643,0.00006279981],"domain_scores_gemma":[0.9997264,0.00006458732,0.00007179124,0.00004118973,0.00003459247,0.0000615998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00149256,0.001134591,0.02057138,0.002278181,0.0003217823,0.1125635,0.0004933349,0.0009252941,0.1675913,0.004462568,0.03064896,0.6575165],"study_design_scores_gemma":[0.0003775149,0.003283642,0.02410781,0.0004684487,0.0006546521,0.7371984,0.000173032,0.01135289,0.04586964,0.00203468,0.1742428,0.0002366104],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3805745,0.08143554,0.423897,0.01613043,0.01574758,0.0009078536,0.0009811446,0.00439297,0.0759331],"genre_scores_gemma":[0.743138,0.01477774,0.196807,0.007946135,0.005555923,0.0003438336,0.0007650083,0.0003834279,0.03028283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00604463,"threshold_uncertainty_score":0.02022129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08493154030697149,"score_gpt":0.2616955062491389,"score_spread":0.1767639659421674,"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."}}