{"id":"W2547867379","doi":"","title":"Pre-Semester Workshops and Student Nurse Retention.","year":2016,"lang":"en","type":"article","venue":"College student journal","topic":"Nursing education and management","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Psychology; Medical education; Institution; Nursing; Pedagogy; Medicine; Sociology","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":[0.0004663512,0.0001692924,0.0001813438,0.0001894935,0.0003863712,0.0002264617,0.0002655402,0.00005308017,0.0002993768],"category_scores_gemma":[0.0000406083,0.0001154938,0.0000852711,0.000146231,0.000086582,0.0002757354,0.00006812924,0.0001707739,0.00004514978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751635,"about_ca_system_score_gemma":0.00002503535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001297504,"about_ca_topic_score_gemma":0.000008169976,"domain_scores_codex":[0.9983718,0.0001323731,0.0003736587,0.0002606008,0.0005299352,0.0003316339],"domain_scores_gemma":[0.9991603,0.00006248975,0.0001749579,0.0002438217,0.0001299655,0.0002284739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004316019,0.001784133,0.1076287,0.00003282013,0.0002806693,0.00007806494,0.008406887,0.000005191811,0.001387589,0.002739197,0.7490447,0.1281805],"study_design_scores_gemma":[0.002719821,0.0002987925,0.7732469,0.0004597817,0.0001376607,0.0001750986,0.005338611,0.00000366539,0.0001196976,0.0007464035,0.2165023,0.0002512024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442139,0.0007374344,0.0006303841,0.02835337,0.01937545,0.0005765754,0.000006770425,0.00007860063,0.006027487],"genre_scores_gemma":[0.946637,0.0001225789,0.0002888828,0.000775203,0.0006879837,0.00002193516,8.031263e-7,0.00002827016,0.0514373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6656182,"threshold_uncertainty_score":0.47097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577774047098717,"score_gpt":0.3239614680954911,"score_spread":0.308183727624504,"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."}}