{"id":"W1732916533","doi":"10.7748/paed2004.03.16.2.23.c897","title":"Clinical skills acquisition in children’s nursing: An international perspective","year":2004,"lang":"en","type":"article","venue":"Paediatric Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North","funders":"Florence Nightingale Foundation","keywords":"Perspective (graphical); Pediatric nursing; Medical education; Psychology; Nursing; Medicine; Computer science","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":[0.000256319,0.00009874193,0.0001602476,0.0003663889,0.00004306828,0.00001570859,0.0001136996,0.0001550585,0.0001480768],"category_scores_gemma":[0.0006566045,0.00009860196,0.00007547615,0.0005887882,0.00008655822,0.0001627568,0.00001544058,0.0003720308,0.00005801367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469933,"about_ca_system_score_gemma":0.0003793403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006783768,"about_ca_topic_score_gemma":0.000006125422,"domain_scores_codex":[0.9987664,0.00003736595,0.0003620138,0.0003134915,0.0003548842,0.0001657975],"domain_scores_gemma":[0.9990995,0.00002153378,0.00008136121,0.0002321454,0.0004877445,0.0000777338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000517277,0.001480976,0.8681238,0.000008997046,0.00002609161,0.00001100331,0.005988476,0.00004735907,0.000008464744,0.005742644,0.0006452026,0.1178653],"study_design_scores_gemma":[0.002405215,0.0002032641,0.9879277,0.00006815323,0.00005045587,0.00005894383,0.007548736,0.00002717524,0.00002520489,0.001388209,0.0001906648,0.0001063304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901034,0.0002838571,0.0003871032,0.003208372,0.001368842,0.0003506949,0.000009981828,0.00006012348,0.004227614],"genre_scores_gemma":[0.9896393,0.00009195186,0.005995595,0.0008939608,0.002868203,0.00002513399,0.0004432093,0.00001593956,0.0000266699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198039,"threshold_uncertainty_score":0.4020871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00852949923275385,"score_gpt":0.3750165535666008,"score_spread":0.3664870543338469,"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."}}