{"id":"W2166514736","doi":"10.1111/j.1365-2929.2006.02479.x","title":"How well do paediatric residency programmes prepare residents for clinical practice and their future careers?","year":2006,"lang":"en","type":"article","venue":"Medical Education","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medical education; Medicine; Family medicine; MEDLINE; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003703701,0.00009725104,0.0001588315,0.00006145444,0.0004022906,0.0002224363,0.0003365599,0.0002839166,0.0000860323],"category_scores_gemma":[0.009956004,0.00007880259,0.00006945743,0.0002569904,0.000360697,0.0003623131,0.0000536937,0.0001988627,0.000005126251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007131464,"about_ca_system_score_gemma":0.00192008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744071,"about_ca_topic_score_gemma":0.002200742,"domain_scores_codex":[0.9978386,0.0003667885,0.0002257295,0.0003051773,0.0009976302,0.0002661382],"domain_scores_gemma":[0.99834,0.0007052229,0.0001476521,0.000158657,0.0004095284,0.0002389386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004384278,0.0002975147,0.04905647,0.00005351612,0.00001359183,0.000002654657,0.005567663,3.189118e-8,1.576709e-7,0.006368698,0.7559196,0.1826762],"study_design_scores_gemma":[0.0003618164,0.00009276643,0.01734532,0.00004413501,0.00006129544,0.000002639152,0.130537,0.000002847409,0.000001188419,0.003384459,0.8480749,0.00009166419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.223324,0.03199133,0.0005903446,0.6909294,0.01149212,0.002376469,0.00002001639,0.0002390959,0.03903734],"genre_scores_gemma":[0.9293265,0.01013138,0.004510504,0.01019491,0.03171879,0.0001951632,0.0002148676,0.00002901883,0.01367882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7060026,"threshold_uncertainty_score":0.9983836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890465459451614,"score_gpt":0.3696473224060514,"score_spread":0.3507426678115353,"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."}}