{"id":"W2041849585","doi":"10.1016/j.surg.2010.09.031","title":"Dare to be Oslerian: Embracing the value of clinical medicine in today’s surgical practice","year":2010,"lang":"en","type":"article","venue":"Surgery","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Value (mathematics); Clinical Practice; General surgery; Family 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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05739405,0.0002208695,0.001059455,0.0002342675,0.0004196201,0.00001021192,0.0003943646,0.0005586246,0.001409421],"category_scores_gemma":[0.1396894,0.0001492241,0.000157957,0.0008109756,0.0002942467,0.0004735142,0.0003035203,0.003864644,0.0002399479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006982528,"about_ca_system_score_gemma":0.002036087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008575535,"about_ca_topic_score_gemma":0.004187925,"domain_scores_codex":[0.9825042,0.01215301,0.003154216,0.0005373127,0.000845822,0.0008054649],"domain_scores_gemma":[0.8816117,0.1149342,0.001268731,0.001095298,0.0006111393,0.0004789087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00198784,0.0006597475,0.7983156,0.001076715,0.0001020644,0.000431,0.01741323,0.000007948423,0.0005145048,0.03833095,0.1031464,0.03801398],"study_design_scores_gemma":[0.0006010573,0.00008052535,0.2740048,0.0005772598,0.00003487868,0.00002393864,0.0119076,0.00002745063,0.00002660285,0.0004055391,0.7121101,0.0002002136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6924772,0.0001495664,0.00001227338,0.2780799,0.006046677,0.0007111504,0.00001542756,0.00005598279,0.02245187],"genre_scores_gemma":[0.957575,0.0002005564,0.0004059506,0.03850855,0.002513704,0.0001112486,0.00001722198,0.00004502691,0.0006227163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6089637,"threshold_uncertainty_score":0.9995034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6546394817426309,"score_gpt":0.6239400768164284,"score_spread":0.03069940492620249,"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."}}