{"id":"W3205069591","doi":"10.5430/jnep.v12n2p72","title":"Knowledge, attitude and intentions towards nursing profession among Chinese high school graduates in central China","year":2021,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Nurse education; Demographics; China; Economic shortage; Psychology; Nursing shortage; Medicine; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009448674,0.000299059,0.0002729232,0.001101984,0.0009818232,0.0006358339,0.0003232897,0.0004619527,0.001990135],"category_scores_gemma":[0.001256131,0.0002589698,0.0003825467,0.0008875567,0.0005173168,0.0004307106,0.0005663567,0.0004016213,0.0001866716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015167,"about_ca_system_score_gemma":0.00235626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05458359,"about_ca_topic_score_gemma":0.07822422,"domain_scores_codex":[0.9996085,0.00005572307,0.00003684813,0.00006431333,0.0001169158,0.0001177738],"domain_scores_gemma":[0.9990731,0.0001315898,0.0002014771,0.0000297289,0.0001718589,0.0003921636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001658322,0.0001141414,0.9953069,0.00002420769,0.00001624363,0.00007762043,0.001317086,0.00002570263,0.0001863753,0.00003008618,0.0001244592,0.002760531],"study_design_scores_gemma":[0.000003909692,0.00007321336,0.9978616,0.00001407448,0.00001006597,0.00004237288,0.001656667,0.0001382265,0.00003771858,0.00002241939,0.000135864,0.000003833545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995376,0.00005456836,0.00001410413,0.00006518744,0.000002642262,0.000007337218,0.00003683501,5.766013e-7,0.0002811821],"genre_scores_gemma":[0.9994422,0.00008023439,0.00002512835,0.00005400915,0.000004287547,0.000009977511,0.00006442914,4.252727e-7,0.0003193329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05458359,"threshold_uncertainty_score":0.1085317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500990447490623,"score_gpt":0.4262280430990075,"score_spread":0.3761289983499452,"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."}}