{"id":"W2335555262","doi":"10.1097/won.0b013e318202e6b1","title":"The Certification Examination","year":2011,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Business; Test (biology); Medicine; Bachelor; Medical education; Nursing; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003973737,0.00004369436,0.00008436033,0.00004753831,0.000126063,0.00001970798,0.00003254967,0.00003019454,0.00001319864],"category_scores_gemma":[0.0001121402,0.00002541277,0.00004484366,0.00007335495,0.0001299768,0.0001423282,0.000002097878,0.00009616571,0.000001224474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002164637,"about_ca_system_score_gemma":0.00002519294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000398405,"about_ca_topic_score_gemma":0.000001184584,"domain_scores_codex":[0.9994967,0.00003773585,0.0002185198,0.00005091215,0.0001254374,0.0000706702],"domain_scores_gemma":[0.9994589,0.00005779775,0.000172716,0.00006030334,0.0002069074,0.00004334073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002275612,0.0001458647,0.008866198,0.00003299781,0.00002028238,0.000002243652,0.005110117,2.325139e-7,0.007875888,0.002709645,0.0002282665,0.9747807],"study_design_scores_gemma":[0.0005507875,0.0004766323,0.9890918,0.0003002571,0.0000711234,0.0001099592,0.003734087,0.0001320285,0.0006313964,0.002160832,0.002694815,0.00004634991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886853,0.001591659,0.001976257,0.002564101,0.0002306023,0.0001016781,8.235384e-8,0.000003245246,0.004847091],"genre_scores_gemma":[0.9984866,0.0002091507,0.000943118,0.00004156452,0.00007377273,0.000001075895,3.990442e-7,0.00000328967,0.0002409799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9802255,"threshold_uncertainty_score":0.1036303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304725730587581,"score_gpt":0.2741117530017403,"score_spread":0.2510644956958645,"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."}}