{"id":"W2388246949","doi":"","title":"Foreign medical risk management in Department of orthopedics and its development trends","year":2012,"lang":"en","type":"article","venue":"Journal of Chengdu Medical College","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthopedic surgery; Government (linguistics); Risk management; Medicine; Business; Political science; Finance; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002802545,0.0001300284,0.0004660534,0.0004207302,0.00003742283,0.000003921361,0.0001253357,0.0001350551,0.0008747925],"category_scores_gemma":[0.0007905848,0.00009409653,0.00008380813,0.0003453474,0.00006014171,0.0001588327,0.00007214312,0.0004884716,0.00000407847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193562,"about_ca_system_score_gemma":0.0003894831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001443375,"about_ca_topic_score_gemma":0.000004240038,"domain_scores_codex":[0.9966706,0.00009371625,0.0009974843,0.0001010449,0.001843284,0.000293884],"domain_scores_gemma":[0.9984422,0.0001404728,0.0003538061,0.00009015687,0.00008398965,0.0008893279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006654711,0.001999997,0.4751785,0.0004567582,0.0009341837,0.001645861,0.001703898,0.000004251379,0.00001262497,0.005168597,0.01409286,0.4981371],"study_design_scores_gemma":[0.01836382,0.0006848338,0.6357855,0.001609591,0.0005645514,0.002150325,0.001430456,0.002332995,0.00196471,0.0001532791,0.334609,0.0003510305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979504,0.005453768,0.0002608695,0.002215972,0.0002595828,0.0001634532,0.000004829876,0.000006920762,0.01213056],"genre_scores_gemma":[0.9944642,0.002669432,0.001618906,0.0005892197,0.0003513424,0.000004431287,0.000004235318,0.00001257711,0.0002857032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.497786,"threshold_uncertainty_score":0.9578364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655052125433562,"score_gpt":0.2954094041363812,"score_spread":0.2788588828820456,"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."}}