{"id":"W4404296646","doi":"10.29173/cjen472","title":"Continuing education: STARS Critical Care Academy...What’s that about?","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stars; Continuing education; Political science; Medicine; Medical education; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004784155,0.0001314201,0.0002496187,0.0005077093,0.0001965801,0.00005394376,0.0001694763,0.0001533327,0.001077989],"category_scores_gemma":[0.001893308,0.0001313517,0.0001069532,0.0004216785,0.0001584304,0.0004670741,0.00000286188,0.0006244138,0.00001451198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005612026,"about_ca_system_score_gemma":0.001676729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505789,"about_ca_topic_score_gemma":0.0001538082,"domain_scores_codex":[0.9984859,0.00006776001,0.0005766543,0.0001494394,0.0003400821,0.0003801609],"domain_scores_gemma":[0.9979554,0.0000320466,0.0001937809,0.0001681581,0.001004449,0.0006461291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001482869,0.0000598153,0.01505417,0.0001486478,0.00002173534,0.000009692657,0.0116495,0.000004515006,0.0002008785,0.007441852,0.08308823,0.8823061],"study_design_scores_gemma":[0.00132341,0.0006261634,0.1738912,0.01556197,0.0007793671,0.001103723,0.172596,0.0002732748,0.001156348,0.006391867,0.6255459,0.0007507541],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882282,0.01981786,0.002001102,0.04676865,0.03633751,0.0002425108,0.00000289038,0.00001737154,0.01253013],"genre_scores_gemma":[0.9917364,0.0001292064,0.003790545,0.00155402,0.002417871,0.000003171378,0.00001187468,0.00002709206,0.0003297972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8815554,"threshold_uncertainty_score":0.9998351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299043674931697,"score_gpt":0.3779522646762088,"score_spread":0.3449618279268918,"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."}}