{"id":"W2103025647","doi":"","title":"Mental health, job satisfaction, and intention to relocate. Opinions of physicians in rural British Columbia.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Burnout; Depersonalization; Emotional exhaustion; Medicine; Depression (economics); Mental health; Family medicine; Allowance (engineering); Beck Depression Inventory; Job satisfaction; Feeling; Psychiatry; Demography; Clinical psychology; Anxiety; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007055361,0.00009327654,0.0003409229,0.00009895639,0.00057997,0.00002110013,0.00007657615,0.0001320398,0.00011346],"category_scores_gemma":[0.000138511,0.0001280891,0.00004016649,0.0003748361,0.00004985243,0.0001579785,0.0001052955,0.0004053124,0.0000123723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710375,"about_ca_system_score_gemma":0.0001623449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2671856,"about_ca_topic_score_gemma":0.5312409,"domain_scores_codex":[0.997676,0.0004167509,0.0007413342,0.0002478855,0.0002321573,0.0006858865],"domain_scores_gemma":[0.9991411,0.0001063083,0.0002233796,0.0001609177,0.0001343347,0.0002339793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002162779,0.0000315468,0.5969239,0.0001208879,0.00000538925,0.000001130192,0.0006923069,2.052862e-7,0.00000523546,0.00002781771,0.01384166,0.3883283],"study_design_scores_gemma":[0.0007789382,0.00003887385,0.9851948,0.001622031,0.000002406325,0.000005789361,0.004187345,0.00001168577,0.000001002927,0.0002707599,0.007778715,0.0001076246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731961,0.0008435597,0.0000351333,0.02141969,0.001230101,0.002529921,0.0001547249,0.00005105846,0.0005397403],"genre_scores_gemma":[0.9900202,0.002166147,0.0001042342,0.002842256,0.0001295091,0.001924695,0.00007034728,0.00002090306,0.002721669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882709,"threshold_uncertainty_score":0.7376943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806922595695821,"score_gpt":0.3586654188158934,"score_spread":0.3205961928589352,"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."}}