{"id":"W4401906537","doi":"10.1097/01.jaa.0000000000000061","title":"PA job satisfaction","year":2024,"lang":"en","type":"review","venue":"JAAPA","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Job satisfaction; Psychology; Social psychology","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":[0.001261659,0.0006826922,0.001354011,0.003257106,0.0003402018,0.000936021,0.0005247259,0.0004940585,0.006899485],"category_scores_gemma":[0.003779596,0.0001525379,0.001096263,0.003834672,0.0002305977,0.0004695007,0.000681089,0.0009834236,0.001131307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004697501,"about_ca_system_score_gemma":0.0007426133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909461,"about_ca_topic_score_gemma":0.002972173,"domain_scores_codex":[0.9985095,0.000420571,0.0002267236,0.0001848756,0.0005776846,0.00008060913],"domain_scores_gemma":[0.9978313,0.0007664285,0.0006025045,0.00003929364,0.0006550695,0.0001054544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003660501,0.0003320283,0.05022008,0.04744916,0.002499873,0.0001095506,0.000383868,0.0001970718,0.0005568212,0.0006704144,0.03203144,0.8651835],"study_design_scores_gemma":[0.0001640874,0.0012685,0.5323529,0.07674436,0.005440668,0.003260192,0.001675728,0.0007307056,0.001484307,0.001567832,0.3751718,0.0001390442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01734441,0.9684854,0.000688262,0.0008296373,0.0005252368,0.0001408493,0.002328959,0.00004234438,0.009614856],"genre_scores_gemma":[0.1384198,0.8538603,0.0009038696,0.0006468474,0.0003899925,0.0002172332,0.002676398,0.00001146597,0.002874125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006899485,"threshold_uncertainty_score":0.02308106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855306962946722,"score_gpt":0.5420765896667166,"score_spread":0.3565458933720444,"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."}}