{"id":"W2326981327","doi":"10.1097/nnd.0b013e31822e0655","title":"From Student to Emergency Nurse","year":2011,"lang":"en","type":"article","venue":"Journal for Nurses in Staff Development","topic":"Nursing education and management","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Professionalization; Nursing; Qualitative research; Grounded theory; Emergency nursing; Medical education; Psychology; Medicine; Pedagogy; Emergency department; Political science; Sociology","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":[0.0003361237,0.0001960781,0.0002158476,0.0003510012,0.0002139245,0.00005525129,0.0003752215,0.00005291828,0.0008754233],"category_scores_gemma":[0.00006547168,0.0001855945,0.00007764504,0.0002337315,0.00001692082,0.0001475404,0.00003088906,0.0001580353,0.0001283147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273921,"about_ca_system_score_gemma":0.00006051031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004292078,"about_ca_topic_score_gemma":0.0001059639,"domain_scores_codex":[0.998198,0.00004480667,0.0006614294,0.0002941552,0.0003621789,0.000439478],"domain_scores_gemma":[0.9992016,0.00002416185,0.0001694048,0.0002250961,0.0001336562,0.0002460921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000521751,0.002053517,0.005611691,0.00001942958,0.00008792836,0.00001254891,0.1463076,0.00001767885,0.0002670754,0.0004051194,0.6167172,0.2279785],"study_design_scores_gemma":[0.000781294,0.0002801556,0.09265626,0.0001569095,0.00003149108,0.000006175871,0.01862212,0.000004452108,0.00233456,0.002032245,0.8828,0.000294281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7503979,0.000117309,0.0006627985,0.001940067,0.2385366,0.0009212312,0.00000805181,0.00006045624,0.007355521],"genre_scores_gemma":[0.7904071,0.00004992216,0.07088062,0.001166712,0.001691378,0.0004531489,0.00004913855,0.0001593092,0.1351427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660828,"threshold_uncertainty_score":0.9585271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298606533603497,"score_gpt":0.371395661482925,"score_spread":0.32840959614689,"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."}}