{"id":"W3172048750","doi":"10.1136/bmj.n1190","title":"How the nursing profession should adapt for a digital future","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Computer science; Data science; Nursing; World Wide Web; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000115858,0.00005111153,0.00007935135,0.00001415521,0.0001423479,0.00005589377,0.00003235039,0.00007335597,0.00001930165],"category_scores_gemma":[0.0003450854,0.00003161228,0.00005405755,0.000100225,0.00002603193,0.00008345595,0.000006867649,0.0001176601,0.000009971376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004529521,"about_ca_system_score_gemma":0.0003035597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005485231,"about_ca_topic_score_gemma":0.00001199209,"domain_scores_codex":[0.9994875,0.00001686897,0.0001221799,0.000115744,0.0001198564,0.0001378445],"domain_scores_gemma":[0.999437,0.00009463634,0.00003890651,0.0001850538,0.0001920903,0.00005234792],"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":[0.0001123533,0.0001148952,0.001489379,0.00008270214,0.00001072814,0.000006731538,0.004100471,7.83506e-7,0.0006983938,0.001629878,0.1757424,0.8160113],"study_design_scores_gemma":[0.0001292839,0.0003170429,0.003967662,0.001029926,0.00008565505,0.0002010844,0.1777925,0.001160249,0.04707019,0.009307738,0.7587411,0.0001975922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1187085,0.0009512223,0.003409732,0.8711444,0.002509021,0.0009292915,0.000006107941,0.00003803337,0.002303735],"genre_scores_gemma":[0.9849437,0.00001995988,0.0006617813,0.001513582,0.004513075,0.00008532956,0.0000495186,0.00001076916,0.008202296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8696308,"threshold_uncertainty_score":0.1289111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3027199840072734,"score_gpt":0.4963160571560599,"score_spread":0.1935960731487865,"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."}}