{"id":"W67723602","doi":"","title":"Perioperative nurses' perceptions of competence: implications for migration.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Empathy; Perioperative; Specialty; Perioperative nursing; Nursing; Medicine; Perception; Medical education; Psychology; Family medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002528205,0.000152804,0.0001613769,0.0003838203,0.0009726583,0.0008571572,0.000448961,0.0003799461,0.00259937],"category_scores_gemma":[0.01380029,0.00008300044,0.0001940906,0.0004535913,0.001113865,0.001132599,0.001404866,0.0007113334,0.0001564577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472442,"about_ca_system_score_gemma":0.003794065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03628876,"about_ca_topic_score_gemma":0.03891056,"domain_scores_codex":[0.9990454,0.000427114,0.00006757042,0.000052764,0.000211488,0.0001956778],"domain_scores_gemma":[0.9956951,0.001310179,0.001058227,0.0000696963,0.0008376843,0.001029197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001878674,0.0001885598,0.7374916,0.0008714741,0.00004574631,0.001063514,0.1034677,0.0002470095,0.0004986599,0.001428383,0.007300912,0.1472087],"study_design_scores_gemma":[0.000008585215,0.0001793869,0.7816956,0.001225668,0.00002491886,0.0008247083,0.2081222,0.0002881797,0.0001365216,0.001171796,0.006292464,0.00002989852],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778273,0.004143908,0.0003879793,0.01013199,0.0001386569,0.00003745976,0.0001012346,0.00000969196,0.007221736],"genre_scores_gemma":[0.9982374,0.0009657745,0.0001269869,0.0003204629,0.00001202387,0.00001752224,0.00003151895,0.000001417541,0.0002869156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628876,"threshold_uncertainty_score":0.07215506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0767423041067414,"score_gpt":0.4375448341505197,"score_spread":0.3608025300437783,"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."}}