{"id":"W4413671912","doi":"10.64628/aam.jy73sny64","title":"Nurses of the future must embrace high-tech","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"High tech; Business; Political science; Law","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":[0.004863566,0.00034342,0.0003164972,0.0004600642,0.004711137,0.01066262,0.0005537819,0.005346853,0.01836188],"category_scores_gemma":[0.01829554,0.0002506925,0.0003160718,0.0003876457,0.004429414,0.0074162,0.006201568,0.007165685,0.006766475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950184,"about_ca_system_score_gemma":0.01028761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939808,"about_ca_topic_score_gemma":0.005201269,"domain_scores_codex":[0.9965094,0.001041042,0.0001140215,0.0002178271,0.001444748,0.0006729934],"domain_scores_gemma":[0.9800504,0.004041007,0.001505034,0.001533586,0.003960558,0.008909458],"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":[0.0001077532,0.0004760037,0.01136937,0.0007865875,0.00004911927,0.0006913589,0.01454558,0.0004032285,0.002664708,0.3542812,0.4057946,0.2088304],"study_design_scores_gemma":[0.00001818358,0.00008967206,0.006221546,0.0004991297,0.000008276445,0.0007130681,0.01025435,0.0001935905,0.0006849567,0.140533,0.8407475,0.00003671664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02298843,0.005871887,0.007557473,0.5254283,0.01442439,0.0001126764,0.0001016106,0.0002216115,0.4232936],"genre_scores_gemma":[0.5024593,0.01651208,0.02266107,0.1885987,0.009546215,0.0002653741,0.0002833386,0.0002846582,0.2593893],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01836188,"threshold_uncertainty_score":0.06142664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667839905311959,"score_gpt":0.3133231401138647,"score_spread":0.2966447410607451,"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."}}