{"id":"W2889672302","doi":"10.1016/j.ijrobp.2018.09.012","title":"Salary and Resources Provided to Junior Faculty in Radiation Oncology","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Salary; Medicine; Radiation oncology; Certification; Medical education; Descriptive statistics; Family medicine; Compensation (psychology); Psychology; Internal medicine; Radiation therapy; Management","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":[0.004748076,0.0005842848,0.0007103711,0.00203182,0.003375754,0.002529595,0.00166071,0.001223964,0.1316776],"category_scores_gemma":[0.02099325,0.0005015575,0.0006503211,0.001790587,0.0004342108,0.0007028673,0.003942172,0.00175211,0.03853679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337488,"about_ca_system_score_gemma":0.02335579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008259602,"about_ca_topic_score_gemma":0.02153795,"domain_scores_codex":[0.993486,0.001536346,0.0004197684,0.0002473188,0.001467511,0.002843128],"domain_scores_gemma":[0.9126675,0.003143825,0.003115805,0.001453317,0.01231396,0.06730568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001537346,0.001469137,0.1003423,0.0004659569,0.00008684519,0.0004616928,0.001088563,0.0008986223,0.003006163,0.001985321,0.6571288,0.2315293],"study_design_scores_gemma":[0.0003433897,0.002203729,0.469444,0.0005161096,0.00009513118,0.001394001,0.008090138,0.0016497,0.001438178,0.0009439451,0.5137917,0.00008985792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.509319,0.005248008,0.004255115,0.09811829,0.03173463,0.001707348,0.02345321,0.002886336,0.3232781],"genre_scores_gemma":[0.6251737,0.002639417,0.004717213,0.009128729,0.00464195,0.0005240811,0.008590017,0.0006693284,0.3439155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316776,"threshold_uncertainty_score":0.4405054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186275642367733,"score_gpt":0.4062342109458004,"score_spread":0.384371454522123,"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."}}