{"id":"W3175491495","doi":"10.1161/circ.140.suppl_2.463","title":"Abstract 463: Communicating Through Chaos: A Hybrid Educational Initiative for Urgent Care Oncology Nurses","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Intervention (counseling); Test (biology); Nursing; Medical education; Internal medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003337291,0.0003711373,0.0001560465,0.0003704223,0.001713704,0.001038557,0.001053778,0.001139616,0.005683859],"category_scores_gemma":[0.003932793,0.0001766393,0.0004633666,0.0001578423,0.0007340956,0.001160554,0.005050252,0.001024498,0.0006880396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313438,"about_ca_system_score_gemma":0.003699011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009237164,"about_ca_topic_score_gemma":0.003566566,"domain_scores_codex":[0.9986468,0.0008036248,0.00005258329,0.00007745639,0.0001931177,0.0002264541],"domain_scores_gemma":[0.9971814,0.0006232912,0.0001903859,0.0001012736,0.0001644356,0.001739163],"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":[0.00130225,0.0166622,0.05057856,0.002268314,0.0001053611,0.002211819,0.08931859,0.00163818,0.01336139,0.002350762,0.04977607,0.7704265],"study_design_scores_gemma":[0.004020856,0.05409461,0.2170838,0.004197347,0.0005316893,0.008381755,0.205159,0.01375372,0.01586589,0.01324853,0.4631473,0.0005155865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568369,0.0005589683,0.008961491,0.01341615,0.0004176179,0.001640382,0.0001044856,0.0003940969,0.0176699],"genre_scores_gemma":[0.9438943,0.0009732504,0.04194924,0.002562902,0.0002822283,0.002571793,0.0001862963,0.00004539603,0.007534663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005683859,"threshold_uncertainty_score":0.01901442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05007588353701031,"score_gpt":0.4334366459664558,"score_spread":0.3833607624294454,"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."}}