{"id":"W3088357518","doi":"10.1186/s12960-020-00509-4","title":"Work-life interface and intention to stay in the midwifery profession among pre- and post-clinical placement students in Canada","year":2020,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Nursing education and management","field":"Nursing","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo; York University","funders":"Mount Royal University; Université du Québec à Trois-Rivières; McMaster University; Canadian Institutes of Health Research; University of Ottawa","keywords":"Personal life; Work (physics); Medicine; Medical education; Obstetrics; Nursing; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000890472,0.0001010789,0.0001862235,0.00007708953,0.0001493084,0.0000632063,0.0001609533,0.00002873085,0.000006798439],"category_scores_gemma":[0.0001206204,0.00008114434,0.00001537596,0.0001317172,0.00003176099,0.00004390907,0.0000807398,0.000200849,6.271634e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968526,"about_ca_system_score_gemma":0.00007797158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1418076,"about_ca_topic_score_gemma":0.5682944,"domain_scores_codex":[0.9984847,0.0003103078,0.0004458268,0.0002868865,0.000229312,0.0002429406],"domain_scores_gemma":[0.9994169,0.0001149182,0.0001233733,0.0001247103,0.00002029108,0.0001998116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001371336,0.0002707707,0.8487971,0.0004458018,0.0000130184,0.00000106803,0.08933128,0.00003742072,0.00001403265,0.00002688235,0.04864325,0.01104802],"study_design_scores_gemma":[0.0009128067,0.0005729609,0.952901,0.0004380131,0.000006266619,1.631303e-7,0.03098837,0.00006950931,0.000002998867,0.000009925448,0.01401884,0.00007914838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529453,0.0001660249,0.00002201818,0.04464144,0.0005486423,0.001636254,0.000003464888,0.00001226817,0.00002459832],"genre_scores_gemma":[0.9834281,0.000009358006,0.0000462691,0.01611698,0.00004742088,0.00007372956,0.000008925765,0.00001206762,0.0002572194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4264868,"threshold_uncertainty_score":0.8639072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182388348825148,"score_gpt":0.4122272391941309,"score_spread":0.3604033557058794,"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."}}