{"id":"W4385582823","doi":"10.1007/s10869-023-09905-8","title":"Early Career Nurses' Need Fulfillment Profiles: A Longitudinal Person-Centered Perspective on their Nature, Stability, Determinants and Consequences","year":2023,"lang":"en","type":"article","venue":"Journal of Business and Psychology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Trois-Rivières; Concordia University","funders":"","keywords":"Psychology; Autonomy; Competence (human resources); Industrial and organizational psychology; Job satisfaction; Longitudinal study; Perception; Social psychology; Sample (material); Longitudinal sample; Career development; Perspective (graphical); Applied psychology; Developmental psychology; Medicine","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":[0.001003507,0.0002453015,0.0006168082,0.0003495649,0.00055678,0.00002444514,0.0001866625,0.0004395773,0.0001462533],"category_scores_gemma":[0.0003031361,0.0001561248,0.0000766259,0.0004029573,0.0003479308,0.0001635322,0.00007392923,0.001279423,0.00001423315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104878,"about_ca_system_score_gemma":0.0003744826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003263734,"about_ca_topic_score_gemma":0.0001728739,"domain_scores_codex":[0.9974889,0.0006191962,0.0006506789,0.0003818824,0.000312542,0.000546775],"domain_scores_gemma":[0.9972339,0.0005811661,0.0005912599,0.0002093563,0.001132744,0.0002515948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001545638,0.0002070263,0.9657944,0.0003837327,0.0001011378,0.0002652565,0.01303648,4.167468e-7,0.0006041255,0.0006208087,0.003297466,0.01414351],"study_design_scores_gemma":[0.001773379,0.000568913,0.9629033,0.0017585,0.00002589594,0.0001354835,0.03036999,0.000012849,0.00002851919,0.001336397,0.0009276166,0.000159133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727369,0.003057583,0.00001720809,0.02021186,0.00286407,0.0004977009,0.00009266649,0.00002437875,0.000497626],"genre_scores_gemma":[0.9961768,0.001678708,0.00005048324,0.001393023,0.0004820468,0.00003528513,0.000004117983,0.00002226523,0.0001572048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343996,"threshold_uncertainty_score":0.6366584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169274164073436,"score_gpt":0.4595862443693322,"score_spread":0.2903120802958962,"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."}}