{"id":"W2463561336","doi":"","title":"Who will teach the nurses of the future?","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Economic shortage; Nursing shortage; Nursing; Face (sociological concept); Medical education; Nurse education; Health care; Medicine; Psychology; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001243759,0.00009096471,0.00009488558,0.00004396996,0.0002220883,0.00004278661,0.0003607708,0.00006833095,0.00001617386],"category_scores_gemma":[0.0002991828,0.00005126899,0.00007351922,0.0002738662,0.0001925319,0.000180959,0.000005756946,0.0002642223,0.00000566753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006734598,"about_ca_system_score_gemma":0.00002277127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006263303,"about_ca_topic_score_gemma":0.0001040125,"domain_scores_codex":[0.9988981,0.0001645627,0.0001786587,0.0001389306,0.0002719884,0.0003476973],"domain_scores_gemma":[0.9989405,0.0003482441,0.0001540629,0.0004401835,0.00006109428,0.00005587028],"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":[0.0003184486,0.0003788365,0.06988513,0.00004844773,0.00004907755,4.951616e-7,0.03614853,0.000002817275,0.0001170874,0.004009454,0.1350404,0.7540013],"study_design_scores_gemma":[0.0001165123,0.000006583613,0.6444373,0.000008663405,0.0000438926,0.000007980603,0.007720414,8.114952e-7,0.002403236,0.0006778938,0.3445206,0.00005614887],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7086535,0.002300849,0.00003643681,0.2140883,0.02590103,0.001206517,0.000003149576,0.00009161513,0.04771867],"genre_scores_gemma":[0.9920435,0.000004560075,0.0000291815,0.001594354,0.001979036,0.00005257675,0.000001195189,0.00001754347,0.004278086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7539451,"threshold_uncertainty_score":0.2090689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124250383456028,"score_gpt":0.2802693085128449,"score_spread":0.2590268046782847,"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."}}