{"id":"W1968519533","doi":"10.1097/ncq.0b013e3181c3695d","title":"Medication Room Madness","year":2010,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Patient safety; Patient satisfaction; Nursing; Nursing process; Process (computing); Work (physics); Nursing staff; Medical emergency; Medicine; Psychology; Computer science; Health care","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":[0.0006976583,0.000416426,0.0003580275,0.000470572,0.002350776,0.001389346,0.0006138796,0.0009196097,0.02635641],"category_scores_gemma":[0.0114039,0.0002122649,0.0007910064,0.0003002867,0.000869227,0.0006667068,0.001639557,0.002875365,0.002988002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182105,"about_ca_system_score_gemma":0.001337221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096756,"about_ca_topic_score_gemma":0.004081827,"domain_scores_codex":[0.9984707,0.0003136464,0.0001093652,0.0001583579,0.0007450852,0.000202749],"domain_scores_gemma":[0.996349,0.0007264155,0.001064812,0.0003556206,0.0007161756,0.0007879551],"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":[0.001282515,0.0009840986,0.08363732,0.00204251,0.0007713488,0.01009884,0.01865304,0.000878997,0.04217357,0.01046389,0.2241204,0.6048936],"study_design_scores_gemma":[0.000263017,0.002507617,0.309449,0.0009454564,0.0003557575,0.03530256,0.01635853,0.001175076,0.006544876,0.005484057,0.6213199,0.00029409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5416802,0.01498769,0.01313066,0.06029722,0.009519552,0.000906606,0.002104751,0.002716297,0.354657],"genre_scores_gemma":[0.9170974,0.003136115,0.004378722,0.01680258,0.0008816308,0.0002349832,0.0003890787,0.0001915245,0.05688796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02635641,"threshold_uncertainty_score":0.08817095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594590482062374,"score_gpt":0.5628631200084167,"score_spread":0.4034040718021792,"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."}}