{"id":"W3126794214","doi":"10.1007/978-0-387-68159-7_5","title":"Clinical Anatomy for Upper Limb Blocks","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Anesthesiologists' Society; University of Alberta Hospital; Alberta Hospital Edmonton; Stollery Children's Hospital","funders":"","keywords":"Anatomy; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001026079,0.0002721197,0.0007620608,0.00007584181,0.0000545998,0.000007608877,0.0000870308,0.0007009761,0.006224992],"category_scores_gemma":[0.00009324371,0.000179875,0.001242109,0.00001082464,0.0001408877,0.00001009499,0.00004347721,0.0004389167,0.000191818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002003536,"about_ca_system_score_gemma":0.00009440341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003950066,"about_ca_topic_score_gemma":0.000002824625,"domain_scores_codex":[0.9986246,0.000005299196,0.0004924883,0.0004222146,0.0002258255,0.000229534],"domain_scores_gemma":[0.9986883,0.0004748521,0.0001000955,0.0003276573,0.0001203421,0.0002887152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001058706,0.0002361468,0.001970206,0.0001494789,0.000918347,0.0006104057,0.00002377877,1.258236e-7,0.000005505177,0.0889627,0.748862,0.1572026],"study_design_scores_gemma":[0.001211128,0.0005652136,0.0006683916,0.0001387055,0.0001919785,0.000100573,0.000004431735,0.000009887686,0.00001501772,0.001266131,0.9955964,0.0002321517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003465643,0.002980394,0.00003463668,0.002018027,0.0004244603,0.0006095986,0.00002383363,0.00009803356,0.9934645],"genre_scores_gemma":[0.001171093,0.004690386,0.001259779,0.004051929,0.002457842,0.00001203242,0.0000887745,0.00006438381,0.9862038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2467344,"threshold_uncertainty_score":0.9946834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243968632234475,"score_gpt":0.3528993814287584,"score_spread":0.3004596951064136,"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."}}