{"id":"W1989268905","doi":"10.4103/2230-8229.114773","title":"Evaluation of off-service rotations at National Guard Health Affairs: Results from a perception survey of off-service residents","year":2013,"lang":"en","type":"article","venue":"Journal of Family and Community Medicine","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Guard (computer science); Perception; Service (business); Service member; National guard; Military personnel; Marketing; Public administration","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":[0.002006399,0.0001549013,0.0001480503,0.0003328228,0.0004408029,0.0003709677,0.0002100883,0.0002858821,0.001459632],"category_scores_gemma":[0.00601011,0.000137839,0.00020955,0.0003247862,0.0003768579,0.0003475229,0.0005865613,0.000346606,0.0002237677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005145411,"about_ca_system_score_gemma":0.0006658102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867455,"about_ca_topic_score_gemma":0.007064438,"domain_scores_codex":[0.9988785,0.0004807918,0.0001110644,0.00006069375,0.0002902825,0.000178515],"domain_scores_gemma":[0.9949032,0.0009910909,0.001834613,0.00009924419,0.00106706,0.001104687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304567,0.0001993735,0.9762145,0.00008735744,0.00002063533,0.0002861689,0.009430452,0.0000553458,0.001051721,0.00001884693,0.0005701132,0.01193501],"study_design_scores_gemma":[0.000007224347,0.0008694879,0.9735112,0.00002503442,0.000008652209,0.0003383904,0.02395545,0.0001394929,0.0002137096,0.000008499616,0.0009150049,0.000007904145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995531,0.00004290463,0.00004095906,0.00006357733,0.000003313035,0.00001270155,0.00003198196,0.00000151948,0.0002498109],"genre_scores_gemma":[0.999474,0.00008801335,0.0001150847,0.00007633137,0.000004347968,0.00001228262,0.00004900171,9.669538e-7,0.0001800737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004867455,"threshold_uncertainty_score":0.01061094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2742179782484923,"score_gpt":0.4178955862508762,"score_spread":0.1436776080023839,"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."}}