{"id":"W4385716815","doi":"10.1177/10598405231193361","title":"Knowing What We Don’t Know: A Survey of School Nurse Information Needs","year":2023,"lang":"en","type":"article","venue":"The Journal of School Nursing","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Workforce; Information needs; Need to know; Work (physics); Needs assessment; Nursing; Medical education; Psychology; School nurse; Medicine; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002934002,0.0001217145,0.0002021161,0.001558124,0.00129262,0.001087548,0.0004862077,0.001117807,0.001842929],"category_scores_gemma":[0.01163913,0.0004473022,0.000293823,0.001060195,0.0007964248,0.002719992,0.001469297,0.001291941,0.0004511556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055055,"about_ca_system_score_gemma":0.002800233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02783258,"about_ca_topic_score_gemma":0.04247176,"domain_scores_codex":[0.9972608,0.0007530422,0.0003333516,0.0001565871,0.00109026,0.0004058714],"domain_scores_gemma":[0.9894921,0.003203529,0.002917571,0.0002611507,0.00235478,0.001770956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000421815,0.0002957948,0.9395292,0.0001225996,0.00002463341,0.0002303044,0.03444699,0.00004646998,0.0003510742,0.0001337632,0.00485317,0.01992375],"study_design_scores_gemma":[0.00001342478,0.0003759943,0.8920808,0.0002269839,0.00001601545,0.000342146,0.09682881,0.000315101,0.0001632826,0.0001411576,0.009466167,0.00003012167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958968,0.0001889469,0.00006247437,0.002212669,0.000009048317,0.00002992383,0.0001162293,0.000005637432,0.001478341],"genre_scores_gemma":[0.9962679,0.000449914,0.0002733507,0.001982087,0.00001238473,0.00008200844,0.0001777622,0.00000685683,0.0007478452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783258,"threshold_uncertainty_score":0.05534112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005408083689546,"score_gpt":0.4504781883476153,"score_spread":0.3499373799786608,"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."}}