{"id":"W2400401103","doi":"","title":"Financial characteristics and satisfaction of physicians practicing in Lebanon: a survey study.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Graduation (instrument); Family medicine; Interview; Psychology; Medicine; Demography; Finance; Business; Geography; Political science","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":[0.0007747872,0.0001568191,0.0001435129,0.0007847247,0.0003430334,0.0003802059,0.0001570337,0.0003134915,0.001966871],"category_scores_gemma":[0.001707883,0.0001075457,0.0001432207,0.0008977182,0.0001868383,0.0003771909,0.0003000617,0.0002661912,0.0003219334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087472,"about_ca_system_score_gemma":0.0004304176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005601695,"about_ca_topic_score_gemma":0.007257007,"domain_scores_codex":[0.9995585,0.000175631,0.00004694998,0.00004091801,0.00008155496,0.00009645386],"domain_scores_gemma":[0.998233,0.0002843169,0.0008842596,0.00002332678,0.0001990026,0.0003761052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002323153,0.00005960119,0.9979153,0.000009379834,0.000006714778,0.00005828542,0.0002221327,0.00001309729,0.00007775136,0.000003792572,0.0001124108,0.001498322],"study_design_scores_gemma":[0.000003756468,0.0001623988,0.9983265,0.000006617966,0.000003320441,0.0001389292,0.001041695,0.00006457991,0.00002347329,0.000002708809,0.0002240813,0.000001931187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994091,0.00009758378,0.00002177301,0.0000678755,0.00000229476,0.000006054946,0.0001968243,9.688071e-7,0.0001975628],"genre_scores_gemma":[0.9993585,0.00009141793,0.00006637433,0.0000722628,0.000008822743,0.00001033654,0.0002090021,5.839815e-7,0.0001826819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005601695,"threshold_uncertainty_score":0.0111382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024182630531943,"score_gpt":0.4035112290355597,"score_spread":0.3010929659823653,"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."}}