{"id":"W2081973042","doi":"10.1542/peds.2006-2207","title":"Performance of a Career Development and Compensation Program at an Academic Health Science Center","year":2007,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; Canadian Paediatric Society","funders":"","keywords":"Medicine; Compensation (psychology); Medical education; Career development; Health care; Family medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01794304,0.0003514022,0.0003301508,0.002551666,0.001992824,0.001534775,0.00103141,0.0007085307,0.003241453],"category_scores_gemma":[0.06477208,0.0002445301,0.0003606174,0.0008686809,0.0005058551,0.0007237235,0.002316748,0.0008504798,0.0009707055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094591,"about_ca_system_score_gemma":0.0120259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005819893,"about_ca_topic_score_gemma":0.00777552,"domain_scores_codex":[0.9848861,0.006091379,0.001027948,0.0009956248,0.005263767,0.001735257],"domain_scores_gemma":[0.8972048,0.01644884,0.02825288,0.003984497,0.02798019,0.02612879],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007577695,0.001313754,0.762487,0.0002762291,0.0001420858,0.0002611173,0.002261672,0.000729473,0.001893101,0.0002072492,0.006997233,0.2226733],"study_design_scores_gemma":[0.00007220631,0.003272032,0.9851078,0.0001281033,0.00004070255,0.0003465476,0.001498556,0.001289389,0.001595779,0.00005911483,0.006554408,0.00003528252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886248,0.0009828976,0.001145813,0.002101417,0.0001405607,0.0005316443,0.0003113952,0.0001238392,0.006037489],"genre_scores_gemma":[0.9958662,0.0002017205,0.001287188,0.0001703376,0.0000949099,0.0001543275,0.0002346817,0.00001079531,0.00198001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.982057,"threshold_uncertainty_score":0.09489298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783268490518755,"score_gpt":0.4605065757720525,"score_spread":0.282179726720177,"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."}}