{"id":"W1833934977","doi":"10.1111/jocn.12996","title":"Preregistration student nurses' self‐reported preparedness for practice before and after the introduction of a capstone subject","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Far North Queensland Hospital Foundation","keywords":"Preparedness; Capstone; Medicine; Nursing; Nurse education; Capstone course; Medical education; Psychology; Curriculum; 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":[0.003832221,0.000113954,0.0003475918,0.00009231192,0.00007589215,0.00007670253,0.000129119,0.00008764041,0.000003822181],"category_scores_gemma":[0.003268754,0.00008143181,0.0001407009,0.0001440889,0.0001893803,0.0004470573,0.00001079681,0.0002549724,5.039922e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880852,"about_ca_system_score_gemma":0.0001704468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008259623,"about_ca_topic_score_gemma":0.00001350516,"domain_scores_codex":[0.9974946,0.0003476306,0.00133649,0.0002009892,0.0004671798,0.0001531062],"domain_scores_gemma":[0.9964116,0.000397353,0.001744985,0.00026209,0.001041347,0.0001426275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03418474,0.01155887,0.01562938,0.0002926259,0.001240782,0.00002162157,0.1406174,0.0003046333,0.0002815988,0.001586487,0.2735842,0.5206976],"study_design_scores_gemma":[0.0153034,0.01749938,0.3106531,0.002012284,0.008964597,0.002484964,0.1255033,0.001766196,0.001618066,0.01421683,0.4992362,0.0007416502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932475,0.0002686653,0.001255291,0.04300801,0.02197067,0.000679085,0.000001740373,0.00002081267,0.0003207173],"genre_scores_gemma":[0.9916055,0.00001321522,0.005265753,0.0002980078,0.002576998,0.000009987584,0.000004330198,0.00001788879,0.000208321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199559,"threshold_uncertainty_score":0.391324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0459437406282923,"score_gpt":0.4613877111398496,"score_spread":0.4154439705115573,"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."}}