{"id":"W2171984477","doi":"10.1016/j.ijsu.2006.04.012","title":"Nobel Prizes for surgeons: In recognition of the surgical healing strategy","year":2006,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Context (archaeology); Surgery; Surgical procedures; Classics; History","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":[0.00180338,0.00006772245,0.0002847048,0.0002660528,0.00001976871,0.000008438318,0.0001139864,0.00006690156,0.0001200756],"category_scores_gemma":[0.001898365,0.00004853935,0.0002765928,0.0001087955,0.00008495236,0.0001681538,0.00001308039,0.000265996,0.000002553048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460175,"about_ca_system_score_gemma":0.0004251903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524802,"about_ca_topic_score_gemma":0.00002984311,"domain_scores_codex":[0.99821,0.00009680827,0.0008381304,0.0000760281,0.000666987,0.0001121162],"domain_scores_gemma":[0.9964341,0.002191322,0.0006219491,0.00006496672,0.0006347031,0.00005298632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01398043,0.004984383,0.6281145,0.0005111191,0.0008747392,0.003559884,0.0003664598,0.0008470101,0.01637749,0.001418068,0.09363244,0.2353334],"study_design_scores_gemma":[0.01329422,0.0004697143,0.5826704,0.006773729,0.0003802505,0.009876987,0.0007058165,0.0009301897,0.01491663,0.01030896,0.3591301,0.0005430049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892554,0.0006040417,0.0002449105,0.00701318,0.001602239,0.000109726,0.0000132833,0.000004360047,0.001152911],"genre_scores_gemma":[0.9985992,0.0001149167,0.0003382669,0.0001708175,0.0005980627,0.000002830651,0.0000110885,0.000009354188,0.0001554567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654977,"threshold_uncertainty_score":0.2272658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08128488642013154,"score_gpt":0.3406250847753757,"score_spread":0.2593401983552441,"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."}}