{"id":"W4391845831","doi":"10.1002/hpm.3785","title":"Situations of anomie and the health workforce crisis: Policy implications of a socially sensitive and inclusive approach to human resources","year":2024,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Anomie; Workforce; Absenteeism; Burnout; Framing (construction); Public relations; Sociology; Phenomenon; Social psychology; Psychology; Political science; Economic growth; Economics","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":[0.01859827,0.0006802376,0.000784955,0.001945504,0.01770803,0.02230442,0.003289831,0.02170406,0.01136455],"category_scores_gemma":[0.02714503,0.0007537061,0.0008361362,0.001268327,0.04343651,0.02141574,0.03049576,0.01429832,0.0005797819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459142,"about_ca_system_score_gemma":0.05358698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677568,"about_ca_topic_score_gemma":0.02339134,"domain_scores_codex":[0.9829615,0.01072491,0.0003905262,0.0006999319,0.0008620828,0.004361074],"domain_scores_gemma":[0.9664462,0.01584068,0.003071084,0.0006979991,0.001505341,0.01243861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001667054,0.0005030148,0.008533859,0.001341073,0.0001088925,0.002880135,0.1112828,0.002350837,0.000582253,0.746173,0.06065935,0.06541795],"study_design_scores_gemma":[0.00007922845,0.0002581383,0.009474969,0.00359053,0.00005197897,0.0008725997,0.389855,0.001386234,0.0002885195,0.4046247,0.1893443,0.0001736795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02682692,0.004542114,0.001626107,0.9357907,0.001074409,0.00006238014,0.00002086502,0.00002417745,0.03003233],"genre_scores_gemma":[0.869422,0.009773183,0.00193965,0.1116407,0.00198158,0.0003005872,0.00002531834,0.00003346139,0.004883603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02230442,"threshold_uncertainty_score":0.1058686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968764779381804,"score_gpt":0.4781617371783994,"score_spread":0.4084740893845814,"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."}}