{"id":"W2981994762","doi":"10.17483/2368-6669.1163","title":"Development and Validation of a Tool for Measuring the Professional Identity of Nursing Students: The Q-IPEI","year":2019,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Dawson College; Cegep de Trois-Rivieres; Cégep de Saint-Laurent; Cegep de Thetford; Ministry of Education, Recreation and Sports; Université du Québec en Outaouais; Cegep de Saint Jerome","funders":"","keywords":"Identity (music); Confusion; Nursing; Psychology; Pedagogy; Medical education; Sociology; Medicine; Psychoanalysis; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003061611,0.0001884736,0.0002614826,0.0002235638,0.0003467026,0.0001006871,0.0003471169,0.00008693513,0.0000198889],"category_scores_gemma":[0.0003980554,0.0001493793,0.00006068786,0.0003765938,0.0001632927,0.001935709,0.00001306096,0.0002170146,0.000005373858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006369608,"about_ca_system_score_gemma":0.0002594177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002469579,"about_ca_topic_score_gemma":0.00001679727,"domain_scores_codex":[0.9970776,0.0005012222,0.001113849,0.0002572315,0.0007917468,0.0002583321],"domain_scores_gemma":[0.9973884,0.0007659019,0.001032613,0.0003886404,0.0003882806,0.00003621155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001542695,0.005644806,0.05860559,0.002818962,0.00008306508,2.350914e-8,0.579789,0.001925376,0.008214109,0.06229979,0.001116614,0.27796],"study_design_scores_gemma":[0.003762804,0.000339754,0.4131462,0.01214479,0.000258928,0.00001843682,0.4073093,0.0007632435,0.09825476,0.03093504,0.03217008,0.0008966547],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791707,0.0003934473,0.004618935,0.009135705,0.004326706,0.001947843,0.000006233598,0.00002571022,0.0003746832],"genre_scores_gemma":[0.995025,0.00001804994,0.004075754,0.0002086454,0.0001291924,0.0001999686,0.00009872604,0.00001987727,0.0002247764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545406,"threshold_uncertainty_score":0.6091512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329524903670009,"score_gpt":0.4319851650609118,"score_spread":0.3686899160242118,"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."}}