{"id":"W2752815821","doi":"10.5430/jnep.v8n1p46","title":"Lived experiences of male nurses: Dire consequences for the nursing profession","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Nursing education and management","field":"Nursing","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Workforce; Economic shortage; Nursing shortage; Nurse education; Medicine; Nursing practice; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001025872,0.0001087682,0.0001869366,0.0001176306,0.00141762,0.0002336596,0.0003110094,0.00005551749,0.00003236018],"category_scores_gemma":[0.002820915,0.00007679097,0.00006935806,0.00006677437,0.0006622648,0.0009430517,0.00001005647,0.0001663434,8.256093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181679,"about_ca_system_score_gemma":0.000323984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000256424,"about_ca_topic_score_gemma":7.192648e-7,"domain_scores_codex":[0.9988394,0.0002091872,0.0004085984,0.0001335159,0.0002596535,0.0001496403],"domain_scores_gemma":[0.9962291,0.001029464,0.001781825,0.0002908305,0.0005853723,0.00008345777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009687233,0.001503728,0.00008921867,0.00005888045,0.00003551174,5.081626e-7,0.3255682,0.0000027766,0.002038478,0.001206834,0.07466714,0.59386],"study_design_scores_gemma":[0.0005791468,0.0004635488,0.004075895,0.003826407,0.0004202458,0.0007748964,0.8789824,0.00007735585,0.00336496,0.002408805,0.1048808,0.0001456409],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5456899,0.007554497,0.001156141,0.3275145,0.08912001,0.001076827,0.000001740288,0.00002172184,0.02786466],"genre_scores_gemma":[0.990469,0.0001523241,0.005473518,0.0005787987,0.0005913359,0.00002068089,0.00000108587,0.00001247632,0.002700721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5937144,"threshold_uncertainty_score":0.9998824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253333960815929,"score_gpt":0.4930503075601219,"score_spread":0.3677169114785289,"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."}}