{"id":"W2809503765","doi":"10.1186/s12875-018-0786-6","title":"Canadian family physician job satisfaction - is it changing in an evolving practice environment? An analysis of the 2013 National Physician Survey database","year":2018,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Medicine; Respondent; Family medicine; Work–life balance; Job satisfaction; Odds; Odds ratio; Descriptive statistics; Family life; Logistic regression; Balance (ability); Nursing; Gerontology; Work (physics); Psychology; Social psychology; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649014,0.0003466022,0.0006746032,0.004567991,0.001957254,0.001107822,0.00129452,0.0004219416,0.002304381],"category_scores_gemma":[0.01142413,0.0003291317,0.0009071628,0.01875184,0.0003648848,0.0004009758,0.0009324676,0.0006027521,0.000371335],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02712848,"about_ca_system_score_gemma":0.04531319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919275,"about_ca_topic_score_gemma":0.992016,"domain_scores_codex":[0.9955668,0.0003731533,0.0003957427,0.0003995725,0.002568098,0.0006965233],"domain_scores_gemma":[0.9859201,0.0008859282,0.002806762,0.000363666,0.008530042,0.001493458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006804726,0.00002616873,0.984906,0.0001578607,0.00009147759,0.00003745525,0.000402508,0.00009636847,0.00003948633,0.0000908174,0.008339358,0.005744445],"study_design_scores_gemma":[0.000005421123,0.00000743255,0.9979368,0.00003220738,0.00001359706,0.00001563404,0.0002998938,0.000158171,0.00001265229,0.000005936645,0.001507083,0.000005236963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124006,0.002785565,0.0004530237,0.002288147,0.00004651318,0.0004134361,0.1739558,0.0000753631,0.007581647],"genre_scores_gemma":[0.9404347,0.001858527,0.0007874522,0.0007093358,0.0000305948,0.0003441115,0.05453194,0.00001855138,0.001284722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9728715,"threshold_uncertainty_score":0.1968319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336676527888278,"score_gpt":0.4409114536646926,"score_spread":0.3072438008758648,"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."}}