{"id":"W4402853955","doi":"10.1093/eurjcn/zvae123","title":"The nurse, the framework, and the digital future","year":2024,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.01780079,0.0001245928,0.0002479197,0.00006261003,0.002046122,0.0004071493,0.000550855,0.00003139151,0.00001536273],"category_scores_gemma":[0.001552483,0.00004893871,0.000448141,0.0003918531,0.0006419365,0.0002717575,0.00004212049,0.001494961,0.00009769497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035764,"about_ca_system_score_gemma":0.0002938102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002075159,"about_ca_topic_score_gemma":4.161236e-7,"domain_scores_codex":[0.9924469,0.005383124,0.0007607968,0.0001466899,0.0008242662,0.0004382234],"domain_scores_gemma":[0.9951867,0.003735434,0.0002389273,0.0004894073,0.0001977486,0.0001518177],"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":[0.00008291627,0.000004320789,0.00006339013,0.00005258673,0.000569712,0.00009528179,0.07072545,0.00006800083,0.000002108231,0.02334191,0.05518902,0.8498053],"study_design_scores_gemma":[0.0005841606,0.00003016469,0.002500158,0.0006621433,0.0001569498,0.0002950179,0.02611612,0.00008491667,9.846768e-7,0.001376581,0.968132,0.00006079943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03591594,0.1625089,0.07871495,0.5549487,0.02438593,0.001785766,0.00002482029,0.0001245193,0.1415905],"genre_scores_gemma":[0.9859768,0.001793986,0.0003021691,0.003986722,0.007423042,0.00000482037,3.171539e-7,0.00004847803,0.0004637089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9500608,"threshold_uncertainty_score":0.9992531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134478357918093,"score_gpt":0.5162613853646066,"score_spread":0.3817830274465136,"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."}}