{"id":"W3024573365","doi":"","title":"Everything I Know About Informatics, I Didn't Learn in Nursing School","year":2008,"lang":"en","type":"article","venue":"ElectronicHealthcare","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Health Infoway","funders":"","keywords":"Nursing; Need to know; Medical education; Medicine; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001322636,0.0003325497,0.0005910329,0.0004260271,0.002298292,0.000009503833,0.0003926812,0.0005403341,0.0004330251],"category_scores_gemma":[0.0006118608,0.0003459469,0.00009044832,0.0009719613,0.0001134932,0.0003536363,0.0000660786,0.003767081,0.00137866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605533,"about_ca_system_score_gemma":0.008676753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545539,"about_ca_topic_score_gemma":0.001974931,"domain_scores_codex":[0.9938317,0.0006859378,0.001916467,0.0004462404,0.0004730803,0.002646571],"domain_scores_gemma":[0.9967723,0.0004622709,0.0005910054,0.000766046,0.0003520562,0.001056294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004378063,0.0005044932,0.5359768,0.003819766,0.0000254236,0.00002504507,0.03435473,0.0001176609,0.00009927461,0.0482983,0.08131006,0.2950306],"study_design_scores_gemma":[0.003665395,0.0004201022,0.2508154,0.003011481,0.00001696465,0.00007188679,0.006689533,0.00178751,0.00004067924,0.003744779,0.7289999,0.0007364243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8243463,0.04756633,0.001876197,0.03330478,0.001953149,0.0145211,0.00005856158,0.001312426,0.07506113],"genre_scores_gemma":[0.9641885,0.014869,0.001237013,0.009751909,0.0006357451,0.005096519,0.0001364721,0.00009231421,0.003992478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6476898,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717903571906185,"score_gpt":0.4137212075902314,"score_spread":0.3865421718711696,"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."}}