{"id":"W2028454400","doi":"10.12927/cjnl.2009.21152","title":"A Return to Diploma-Prepared Registered Nurses","year":2009,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Nurse education; Quarter (Canadian coin); Team nursing; Nurse educator; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000695126,0.0005009205,0.0004848905,0.0004903654,0.0005219743,0.0004409239,0.0006894416,0.0003384191,0.0001140377],"category_scores_gemma":[0.001039499,0.0005496445,0.0002090364,0.0009450229,0.0002843812,0.000691557,0.000003925707,0.0006756954,0.000419378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006750232,"about_ca_system_score_gemma":0.0001288882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004730337,"about_ca_topic_score_gemma":0.00002577128,"domain_scores_codex":[0.9958981,0.0004527438,0.0005885618,0.0009923613,0.0007511327,0.001317088],"domain_scores_gemma":[0.9973509,0.0003297524,0.0002915064,0.001264048,0.0002019582,0.0005618258],"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":[0.005011071,0.002209226,0.001373599,0.0001788562,0.00006492831,0.0000363141,0.2642424,0.00003754555,0.02984316,0.002049826,0.4192566,0.2756965],"study_design_scores_gemma":[0.007191064,0.007707984,0.1965688,0.01118266,0.001440564,0.001234855,0.3220655,0.0004666756,0.05978457,0.04674734,0.3394035,0.006206605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2108624,0.002230458,0.0007359554,0.6935554,0.01864284,0.001662183,0.00001088849,0.002010456,0.07028948],"genre_scores_gemma":[0.9725574,0.000001874958,0.003284709,0.01582746,0.00195711,0.00002009118,0.00003612321,0.00009974941,0.006215533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.761695,"threshold_uncertainty_score":0.9996955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854227269077263,"score_gpt":0.3733869556627262,"score_spread":0.1879642287549999,"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."}}