{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0239308,0.0004634333,0.0005914132,0.001812651,0.008697092,0.0216683,0.001973553,0.01997366,0.006483998],"category_scores_gemma":[0.06885705,0.0004766019,0.0004352952,0.001334281,0.03237488,0.02831287,0.009806478,0.02755964,0.001595765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006293617,"about_ca_system_score_gemma":0.02162877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004987771,"about_ca_topic_score_gemma":0.0154355,"domain_scores_codex":[0.9831608,0.008684396,0.0005522196,0.0007557416,0.005529425,0.001317368],"domain_scores_gemma":[0.9077268,0.05224266,0.004698215,0.002305095,0.01391402,0.01911324],"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":[0.00008457238,0.0001241882,0.003137074,0.0002873116,0.00003906861,0.0008444444,0.01612606,0.0002412784,0.0005326093,0.1675449,0.700716,0.1103225],"study_design_scores_gemma":[0.00004212826,0.00006115671,0.002459962,0.001282225,0.00002184052,0.001465033,0.03038154,0.0004650266,0.0003977055,0.2521137,0.7111549,0.0001547212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001116998,0.004072336,0.0006197931,0.9841923,0.004461526,0.000003413164,0.000003978678,0.00001785574,0.005511937],"genre_scores_gemma":[0.1447248,0.01429806,0.005798845,0.8008919,0.02244488,0.00004692551,0.00001203814,0.000122158,0.01166036],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0239308,"threshold_uncertainty_score":0.1265597,"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."}}