{"id":"W3013073429","doi":"10.1136/bmjmilitary-2020-001463","title":"Fellowship in Immediate Medical Care examination: applicability to the Defence Medical Services","year":2020,"lang":"en","type":"article","venue":"BMJ Military Health","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Medicine; Test (biology); Audience measurement; Nursing; Medical emergency; Medical education; Business","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":[0.01200104,0.0001968831,0.000276396,0.001355759,0.001133493,0.001987656,0.0007557167,0.001966301,0.00779391],"category_scores_gemma":[0.08300152,0.000136278,0.0003150492,0.001025781,0.001667914,0.002569382,0.003462591,0.002476533,0.001102653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000297,"about_ca_system_score_gemma":0.008687719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005728603,"about_ca_topic_score_gemma":0.01325548,"domain_scores_codex":[0.9938806,0.002826781,0.0006136785,0.0003439769,0.001661643,0.000673198],"domain_scores_gemma":[0.9620365,0.01372627,0.003632445,0.001200217,0.01015609,0.00924851],"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":[0.0001352597,0.0002506681,0.1159217,0.0012342,0.00002434704,0.001829161,0.006784537,0.0003410552,0.0005139418,0.01646055,0.1166474,0.7398572],"study_design_scores_gemma":[0.000083645,0.0009311312,0.3567719,0.01705525,0.00006666382,0.01547004,0.01841541,0.0009381211,0.0004623231,0.02134784,0.5682745,0.0001832887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1121462,0.03698054,0.006230772,0.704298,0.009856399,0.0003211612,0.0004401083,0.00009142079,0.1296354],"genre_scores_gemma":[0.8571014,0.05494963,0.01305447,0.04915569,0.01380102,0.000368378,0.00063437,0.0001095772,0.01082536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01200104,"threshold_uncertainty_score":0.06346834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223034731901212,"score_gpt":0.3408916257454817,"score_spread":0.3186612784264696,"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."}}