{"id":"W2326855510","doi":"10.1097/sla.0000000000000748","title":"Hey, I Just Did a New Operation!","year":2014,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Outcome (game theory); Key (lock); Process (computing); MEDLINE; Law; Computer security","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":[0.009551281,0.0005025819,0.0004071335,0.0008297394,0.007147305,0.007561502,0.001177639,0.007387365,0.04437348],"category_scores_gemma":[0.04632682,0.0004439447,0.0005802089,0.0004557882,0.006130295,0.00653133,0.004582417,0.01988466,0.01907011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804811,"about_ca_system_score_gemma":0.01059973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004808675,"about_ca_topic_score_gemma":0.01138485,"domain_scores_codex":[0.9924393,0.002305144,0.0004321787,0.0007245563,0.002611694,0.001487206],"domain_scores_gemma":[0.9723918,0.008802479,0.002374165,0.001730295,0.006273121,0.00842821],"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":[0.0001155951,0.0001955113,0.003730473,0.0001234684,0.00001808933,0.0005054835,0.002097369,0.0000890704,0.001451123,0.03240664,0.9103695,0.04889779],"study_design_scores_gemma":[0.00002683895,0.0001635398,0.002554578,0.0001376614,0.00001197719,0.0006711251,0.002985305,0.00008974653,0.001108502,0.006582072,0.98558,0.00008869688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005970032,0.001892243,0.006134188,0.8810256,0.02600606,0.0001336505,0.0001994493,0.0006491831,0.07798965],"genre_scores_gemma":[0.08969864,0.004399237,0.01294204,0.6293383,0.01587514,0.000202524,0.0002830465,0.0008425118,0.2464186],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04437348,"threshold_uncertainty_score":0.1484441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7176074647719778,"score_gpt":0.5254932092689664,"score_spread":0.1921142555030114,"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."}}