{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009432426,0.0002485996,0.0003773797,0.001039123,0.003902089,0.001837741,0.001132923,0.00057167,0.003719787],"category_scores_gemma":[0.003121599,0.0003389505,0.000395174,0.00183151,0.001236945,0.0004653685,0.001592113,0.00154389,0.0003897179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717739,"about_ca_system_score_gemma":0.03826025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9591832,"about_ca_topic_score_gemma":0.9812541,"domain_scores_codex":[0.9985385,0.00008111953,0.00006952152,0.0001148903,0.0005431229,0.0006528424],"domain_scores_gemma":[0.9942238,0.000230028,0.0008379507,0.0000611748,0.001370374,0.003276748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003875669,0.0001325908,0.9890755,0.0000333929,0.00001090244,0.00006527576,0.004675388,0.00002665729,0.0001727223,0.00005110568,0.0005076226,0.005210133],"study_design_scores_gemma":[0.000002235247,0.00003714918,0.9897366,0.00003453362,0.000003018006,0.00001562836,0.009709574,0.00005004273,0.00003112206,0.000008947643,0.0003656975,0.000005549692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984425,0.0001291959,0.00002411136,0.0003040311,0.000008737621,0.00002201287,0.0002214184,0.000002406768,0.0008456196],"genre_scores_gemma":[0.9985728,0.0002271626,0.00007035612,0.0001052861,0.000003698718,0.00001727223,0.0002162665,0.000002337271,0.0007848837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04081678,"threshold_uncertainty_score":0.1246313,"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."}}