{"id":"W2001282770","doi":"10.1111/jan.12289","title":"The history of nurse imagery and the implications for recruitment: a discussion paper","year":2013,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"CINAHL; Nursing shortage; Context (archaeology); Nursing; MEDLINE; Nursing research; Nurse education; Psychology; Medicine; Political science; History","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02553882,0.0004990135,0.000750052,0.003338919,0.01459935,0.01354019,0.002699037,0.006031392,0.007148202],"category_scores_gemma":[0.04038765,0.0004157501,0.0006121685,0.003929195,0.024239,0.02069507,0.009882178,0.0073995,0.001068022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01544747,"about_ca_system_score_gemma":0.01838142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006388874,"about_ca_topic_score_gemma":0.01150781,"domain_scores_codex":[0.9775654,0.0182509,0.0007010314,0.0007816514,0.00163064,0.001070348],"domain_scores_gemma":[0.9718109,0.02232692,0.001298982,0.0005318199,0.002172361,0.001858932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001092722,0.00009917723,0.002472322,0.002616684,0.00001242558,0.002050954,0.5086192,0.0001072942,0.0002222977,0.3027741,0.05133215,0.1295842],"study_design_scores_gemma":[0.00001068282,0.00004178819,0.001418905,0.009830464,0.000008076942,0.001557217,0.2986832,0.00009318726,0.0001556608,0.02425641,0.6639058,0.00003851049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03612988,0.1845052,0.006305138,0.5508426,0.01819398,0.0002259911,0.00009700187,0.00003777889,0.2036625],"genre_scores_gemma":[0.5613177,0.2790596,0.006734314,0.09825629,0.009120121,0.0009835701,0.0001854474,0.0001743245,0.04416864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9854007,"threshold_uncertainty_score":0.1350638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823962632349293,"score_gpt":0.3327456651402853,"score_spread":0.3045060388167923,"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."}}