{"id":"W2097883832","doi":"","title":"Demographics and quality profile of applicants to pediatric dentistry residencies.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internship; Demographics; Ethnic group; Family medicine; Dentistry; Demography; Medical education","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":[0.001139832,0.0001323087,0.000198636,0.0009460697,0.0003542943,0.0004595295,0.0002178493,0.0003053518,0.003611028],"category_scores_gemma":[0.005282316,0.0001219444,0.0002199704,0.0009133288,0.0002487639,0.0004923004,0.0004939022,0.0003896941,0.0008358239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573922,"about_ca_system_score_gemma":0.0008009528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003934501,"about_ca_topic_score_gemma":0.005535805,"domain_scores_codex":[0.9991331,0.0001332169,0.00007919213,0.00008819873,0.0003641299,0.0002022334],"domain_scores_gemma":[0.9943959,0.0004778123,0.002452639,0.0001030749,0.0007457633,0.001824899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002531717,0.00003366434,0.9974529,0.000004983512,0.000004617178,0.00006241209,0.0001041822,0.00001634664,0.0001136982,0.000008012094,0.0001921436,0.001981737],"study_design_scores_gemma":[8.584443e-7,0.00007412423,0.9991224,0.000002465873,0.000001861868,0.0002717805,0.0002406095,0.00003928086,0.00004012707,0.00000442287,0.0002005091,0.000001624537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998828,0.00008852854,0.00006551572,0.0001182628,0.000005941584,0.00001063066,0.0003965872,0.000005192325,0.0004813363],"genre_scores_gemma":[0.999067,0.00007132794,0.000074077,0.0000436527,0.00001092644,0.00001482843,0.0004269982,0.000002617793,0.0002885885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003934501,"threshold_uncertainty_score":0.01208007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286980368542173,"score_gpt":0.4655256806428509,"score_spread":0.3368276437886336,"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."}}