{"id":"W1930603547","doi":"10.1111/j.1365-2850.2011.01708.x","title":"Recruitment and retention of Canadian undergraduate psychiatric nursing faculty: challenges and recommendations","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Nursing; MEDLINE; Medicine; Psychology; Psychiatry; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03908787,0.00101799,0.001208844,0.002800195,0.0256763,0.01324077,0.00990149,0.008739392,0.006821499],"category_scores_gemma":[0.07531345,0.0005995067,0.001193954,0.004781098,0.005130868,0.006642582,0.01029673,0.006616343,0.001237029],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04401107,"about_ca_system_score_gemma":0.4016669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7615903,"about_ca_topic_score_gemma":0.8651837,"domain_scores_codex":[0.9614608,0.008860094,0.002297444,0.001705181,0.0142531,0.01142343],"domain_scores_gemma":[0.8955556,0.01398486,0.004122996,0.001408104,0.0430562,0.04187225],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001568906,0.0006332356,0.07202677,0.003219504,0.00007355692,0.0009122657,0.01751696,0.0008155674,0.0004403913,0.006191527,0.4114234,0.4865898],"study_design_scores_gemma":[0.0002364986,0.0007368199,0.229812,0.02164614,0.0002916783,0.0008947701,0.3450597,0.005047103,0.001238059,0.01376372,0.380693,0.0005803853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02737644,0.01340315,0.0008170964,0.9427654,0.00246456,0.0005372014,0.0002926172,0.0001350472,0.01220848],"genre_scores_gemma":[0.6067196,0.1114659,0.04873713,0.1685864,0.004202388,0.00426644,0.002416049,0.0002012106,0.05340493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9609121,"threshold_uncertainty_score":0.4796274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028422503576637,"score_gpt":0.4585295414063932,"score_spread":0.2556872910487294,"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."}}