{"id":"W2398362192","doi":"10.1097/nnd.0b013e3181bb3483","title":"Staff Development Story","year":2009,"lang":"en","type":"article","venue":"Journal for Nurses in Staff Development","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"McGill University","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00213786,0.0003067321,0.0004136527,0.0005158823,0.00128288,0.00004664479,0.0004198812,0.0001492407,0.000336816],"category_scores_gemma":[0.0001779877,0.0002647685,0.00008857423,0.0002353996,0.0000284811,0.0002564418,0.0001040004,0.0007466468,0.0002166212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530358,"about_ca_system_score_gemma":0.001604441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001546206,"about_ca_topic_score_gemma":0.00007615788,"domain_scores_codex":[0.9965559,0.0002916424,0.001184954,0.000348995,0.0005905915,0.001027871],"domain_scores_gemma":[0.9986321,0.0002129137,0.0004007949,0.0002607287,0.0002025586,0.000290937],"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":[0.001083453,0.001300382,0.000945106,0.0001943562,0.0001531097,0.0001167301,0.09148605,0.00005687914,0.0001529676,0.004707318,0.3397516,0.560052],"study_design_scores_gemma":[0.001989983,0.0002669067,0.009078894,0.0004283687,0.0000132429,0.000008537913,0.02409122,0.00000797741,0.0001214132,0.0008787705,0.9627722,0.0003424976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9253658,0.0004437598,0.006709108,0.00373725,0.01845078,0.003204434,0.00001014749,0.0001645218,0.04191421],"genre_scores_gemma":[0.4514144,0.00020034,0.06442617,0.003885134,0.0008882101,0.0008954405,0.00008211246,0.0001393532,0.4780689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6230206,"threshold_uncertainty_score":0.9999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152319343831987,"score_gpt":0.432879154338821,"score_spread":0.3713559609005012,"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."}}