{"id":"W125158630","doi":"","title":"The design of a hemodialysis nursing orientation program.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Orientation (vector space); Nursing; Psychology; Hemodialysis; Instructional design; Medical education; Medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004514046,0.00003204049,0.00004581358,0.0000329141,0.0004432294,0.0000843179,0.0001311704,0.00003103611,0.00001202713],"category_scores_gemma":[0.001586906,0.00002529724,0.00002322469,0.0004952974,0.0002324845,0.0001888943,0.000003597583,0.00005834745,0.000007071681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009786202,"about_ca_system_score_gemma":0.00008359112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002336555,"about_ca_topic_score_gemma":0.00009014233,"domain_scores_codex":[0.9989239,0.0003256444,0.0001355468,0.00008328733,0.0002880796,0.0002435729],"domain_scores_gemma":[0.9985014,0.0010607,0.0001698469,0.00009001257,0.0001133309,0.0000647585],"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":[0.00002158761,0.00007759914,0.006543912,0.000001036725,0.00001072578,1.529748e-7,0.02636614,0.00002524167,0.000005210928,0.004992457,0.0003825013,0.9615734],"study_design_scores_gemma":[0.0001658069,0.00001742279,0.5435379,0.000005753335,0.00005693299,3.575699e-7,0.0243279,0.00002107031,0.000496726,0.001361551,0.4299076,0.0001009171],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7065759,0.0008293018,0.05647888,0.03812423,0.004154343,0.006260272,7.944258e-7,0.0005311836,0.1870451],"genre_scores_gemma":[0.9944059,0.00001986616,0.003279123,0.00002166405,0.0001632694,0.0003012849,5.822885e-7,0.000004127464,0.001804166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9614725,"threshold_uncertainty_score":0.3409007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634729253086199,"score_gpt":0.3941019325283803,"score_spread":0.3306290072197604,"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."}}