{"id":"W6981769492","doi":"","title":"Factors That Influence Physician Assistant Job Satisfaction and Retention in Manitoba: A Survey Response","year":2023,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Workforce; Likert scale; Flexibility (engineering); Autonomy; Health care; Job attitude; Work (physics); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210441,0.0001577888,0.0001749622,0.0006781255,0.001717485,0.0007015276,0.0005320013,0.0002755843,0.001878931],"category_scores_gemma":[0.003331352,0.0001733754,0.0001688463,0.001532101,0.0005549372,0.0002256501,0.0009375616,0.0004597014,0.0002778855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454019,"about_ca_system_score_gemma":0.008875339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6999043,"about_ca_topic_score_gemma":0.7714,"domain_scores_codex":[0.9993663,0.0001342558,0.00005329637,0.00004960823,0.0001937547,0.0002028399],"domain_scores_gemma":[0.9973872,0.0003985912,0.0005173101,0.00005680816,0.0009192729,0.0007207175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002431574,0.00006221774,0.9853413,0.00005723759,0.000009507446,0.0001150498,0.008245346,0.00003012639,0.0003935385,0.00002411231,0.0008597302,0.004837646],"study_design_scores_gemma":[0.000004135679,0.00007767318,0.9776458,0.00004231714,0.000004914193,0.00007033932,0.02065201,0.0001172613,0.00006319901,0.000008975981,0.001308415,0.000004914117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980602,0.00008638057,0.00004188392,0.0003004814,0.000004843744,0.00005106223,0.0003760284,0.000004383965,0.001074625],"genre_scores_gemma":[0.9978345,0.0003519009,0.0002399527,0.0003006648,0.000007372048,0.00006995832,0.0003275163,0.000002963198,0.0008650867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000957,"threshold_uncertainty_score":0.6037261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05999561615906804,"score_gpt":0.2561796178483965,"score_spread":0.1961840016893285,"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."}}