{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003454045,0.00006084586,0.0001370366,0.000217077,0.0001312169,0.000004377447,0.00006804541,0.00005611103,0.000006908819],"category_scores_gemma":[0.001582145,0.00004757988,0.000008163797,0.0004529334,0.000167207,0.00009953433,0.00005612961,0.0002430448,0.000005552651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851221,"about_ca_system_score_gemma":0.00447802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002153828,"about_ca_topic_score_gemma":0.00001527011,"domain_scores_codex":[0.9979541,0.00001001381,0.0002961478,0.0001555432,0.000874503,0.0007096364],"domain_scores_gemma":[0.9965714,0.00004358052,0.00007722896,0.0001017422,0.0001807539,0.003025284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009230055,0.00008212753,0.6874728,0.0005028103,7.626554e-7,0.000002287184,0.0009193996,1.002697e-7,0.0001037828,0.000007702763,0.0002776306,0.3105383],"study_design_scores_gemma":[0.0008432083,0.001055114,0.97901,0.00005177678,0.000004443631,0.00002692944,0.00009939423,0.0004267001,0.00110805,9.350279e-7,0.01731954,0.00005391438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975438,0.0003400785,0.00003864516,0.001177814,0.00006404056,0.0005039116,0.000001471893,0.00002415443,0.0003061141],"genre_scores_gemma":[0.9933752,0.0009220736,0.004268993,0.001217225,0.00014265,0.000005531605,0.00001603189,0.000005595052,0.00004672633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104844,"threshold_uncertainty_score":0.7943815,"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."}}