{"id":"W4321610872","doi":"10.1097/01.nurse.0000918536.50658.0b","title":"Embracing lifelong learning as a novice nurse educator","year":2023,"lang":"en","type":"article","venue":"Nursing","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Rehabilitation; Lifelong learning; Nursing; Medical education; Psychology; Medicine; Pedagogy; Physical therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001841419,0.00009685732,0.0001755043,0.0002731468,0.0001540933,0.00002712201,0.00003668983,0.00007413792,0.000143991],"category_scores_gemma":[0.0006009521,0.00009064519,0.0001067545,0.0005242234,0.00005724411,0.00008384173,0.000005526702,0.0002601131,0.001192669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137841,"about_ca_system_score_gemma":0.000182497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001891229,"about_ca_topic_score_gemma":6.522055e-7,"domain_scores_codex":[0.9991019,0.00004247996,0.0001646536,0.0002098333,0.0002161731,0.000264908],"domain_scores_gemma":[0.9993808,0.0002198031,0.00004644112,0.0001405353,0.00006257515,0.0001498756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008028724,0.0007527124,0.1224099,0.0006874672,0.0001878972,0.000187896,0.05190468,0.000677973,0.1036717,0.002851095,0.0516212,0.6642446],"study_design_scores_gemma":[0.003049947,0.0008913671,0.8392638,0.00544042,0.0002500707,0.0003621063,0.08363348,0.004459873,0.006982995,0.002013407,0.05304154,0.0006109915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196148,0.0001769423,0.00004084838,0.005997337,0.001580776,0.0001662107,4.041277e-7,0.000347468,0.07207521],"genre_scores_gemma":[0.9879578,0.00001017487,0.0005259083,0.0005811516,0.0008234111,0.000009045729,0.00001459536,0.00003213387,0.0100458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7168539,"threshold_uncertainty_score":0.999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389406057138627,"score_gpt":0.3411817022103702,"score_spread":0.3272876416389839,"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."}}