{"id":"W4361272836","doi":"10.1177/08943184221150265","title":"A Conceptual Model for Professional Identity in Nursing: An Interdependent Perspective","year":2023,"lang":"en","type":"article","venue":"Nursing Science Quarterly","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Interdependence; Conceptual model; Accountability; Identity (music); Content analysis; Action (physics); Sociology; Perspective (graphical); Process (computing); Psychology; Epistemology; Political science; Computer science; Social science; Law; Philosophy; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01629528,0.0007900135,0.0006978263,0.004271906,0.005645345,0.01055358,0.003165792,0.002859721,0.00219521],"category_scores_gemma":[0.01448802,0.0004489156,0.0009583252,0.004145901,0.02128386,0.0156653,0.007444344,0.004714329,0.0004138716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021288,"about_ca_system_score_gemma":0.01523682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007347085,"about_ca_topic_score_gemma":0.007496558,"domain_scores_codex":[0.9811311,0.01397844,0.0005703965,0.0009510966,0.002717623,0.0006512647],"domain_scores_gemma":[0.9875998,0.006861851,0.001040617,0.001093953,0.00231752,0.001086148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000947927,0.0000487955,0.0008395273,0.0001012831,0.000006323728,0.0001071325,0.03544921,0.0006661732,0.0001489909,0.9498498,0.000775288,0.01199799],"study_design_scores_gemma":[0.00002871902,0.0001272316,0.001614391,0.001106528,0.00002802294,0.0007137156,0.08567573,0.01160482,0.000316613,0.8137417,0.08497749,0.00006502127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1151561,0.004833744,0.571184,0.05810799,0.0009185777,0.001012469,0.0001840585,0.0001615145,0.2484415],"genre_scores_gemma":[0.7494274,0.002195674,0.2399331,0.002243671,0.0001190313,0.001003006,0.0001817646,0.00005369109,0.004842703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01629528,"threshold_uncertainty_score":0.08617866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060763600014478,"score_gpt":0.4412255105720946,"score_spread":0.3806178745719498,"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."}}