{"id":"W2594576665","doi":"10.1093/restud/rdaa082","title":"The Returns to Nursing: Evidence from a Parental-Leave Program","year":2020,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"Danmarks Grundforskningsfond","keywords":"Immigration; Context (archaeology); Nursing; Demographic economics; Economic shortage; Medicine; Empirical evidence; Unintended consequences; Nursing shortage; Health care; Business; Labour economics; Economics; Nurse education; Political science; Economic growth; Government (linguistics)","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":[0.000790345,0.0001753056,0.0006447422,0.00000931478,0.0009203677,0.000006726935,0.0004404528,0.00002581105,0.00009686519],"category_scores_gemma":[0.001191371,0.00008465355,0.0001478288,0.00009648725,0.0002561141,0.0000544499,0.0003749041,0.0002093947,0.0005007711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446205,"about_ca_system_score_gemma":0.00007217193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008470812,"about_ca_topic_score_gemma":0.000230071,"domain_scores_codex":[0.9982101,0.0003873806,0.0007409698,0.000247621,0.00009988441,0.0003140684],"domain_scores_gemma":[0.9968318,0.002243753,0.000372533,0.0003867451,0.00009577002,0.00006944367],"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":[0.00009998528,0.00002955272,0.02093994,0.003641253,0.0008320126,7.506794e-7,0.04830483,8.755002e-7,0.000007130671,0.002726028,0.8472321,0.07618555],"study_design_scores_gemma":[0.0004516556,0.0005870878,0.02932595,0.09151145,0.0007219176,4.698665e-7,0.05945792,0.00002322071,0.00003550914,0.004541656,0.8129256,0.0004175915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02618708,0.6597766,0.000001339969,0.3073264,0.0006874443,0.002648298,0.00002393137,0.00006504262,0.003283921],"genre_scores_gemma":[0.1864307,0.8035529,0.00008945327,0.007628538,0.0007592144,0.001047788,0.00000318579,0.0000206238,0.0004675622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2996979,"threshold_uncertainty_score":0.7078817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400499868043424,"score_gpt":0.5068131132094212,"score_spread":0.2667631264050788,"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."}}