{"id":"W4393189023","doi":"10.1097/01.npr.0000000000000160","title":"The DNP project","year":2024,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Graduation (instrument); Curriculum; Engineering management; Medical education; Engineering; Engineering ethics; Psychology; Pedagogy; Medicine; Mechanical engineering","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00302289,0.00005688933,0.00004713209,0.00005157299,0.002986635,0.00009652386,0.0002274797,0.00005015317,0.0008004254],"category_scores_gemma":[0.0008145457,0.00002385925,0.00002840091,0.0004822481,0.0001243159,0.0003210701,0.00001883669,0.0007822517,0.006780305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474638,"about_ca_system_score_gemma":0.001971139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005249226,"about_ca_topic_score_gemma":0.0002004575,"domain_scores_codex":[0.9980962,0.0007546524,0.0002009073,0.00014489,0.0003354415,0.0004678677],"domain_scores_gemma":[0.9967484,0.002734491,0.00004825105,0.0002825204,0.0001064135,0.00007990359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002018254,0.00001530651,0.000172503,0.00004580645,0.000007420473,0.000001202469,0.007195912,0.000001618329,0.0000619088,0.01655944,0.9665883,0.009330419],"study_design_scores_gemma":[0.00004036239,0.00002125711,0.002985695,0.00006195075,0.000004744387,0.000003889428,0.01324392,0.0007879178,0.000007705004,0.00268599,0.9801214,0.00003511987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03953918,0.002388641,0.0003011238,0.5582562,0.01269917,0.00234677,0.00001873628,0.0003117315,0.3841384],"genre_scores_gemma":[0.7094966,0.001379326,0.0001610394,0.006479327,0.005380945,0.002140712,0.0000294752,0.00003503384,0.2748975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6699574,"threshold_uncertainty_score":0.9983113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728656220586838,"score_gpt":0.5584587512698683,"score_spread":0.3855931292111845,"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."}}