{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002549166,0.00008916918,0.0001732135,0.0002179016,0.0002835894,0.00001492316,0.0001839152,0.0001217842,0.0001003714],"category_scores_gemma":[0.001272216,0.00008754021,0.00002841594,0.0007748026,0.0000698807,0.0001487106,0.0001779045,0.0003448151,0.00008794304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018132,"about_ca_system_score_gemma":0.0002648209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003250753,"about_ca_topic_score_gemma":0.000454624,"domain_scores_codex":[0.9978482,0.0003861555,0.0004990035,0.0002682296,0.0004689979,0.0005294452],"domain_scores_gemma":[0.9984415,0.0005385664,0.0002341012,0.0003231678,0.0002331959,0.0002294999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004103787,0.00009461062,0.9866503,0.000364977,0.00000524353,0.000001012488,0.0001517875,1.697858e-7,0.00006225602,0.000962843,0.007264656,0.004401055],"study_design_scores_gemma":[0.0002524814,0.000005962961,0.9948512,0.00000475646,0.00001552438,0.000001344452,0.0008447583,7.234113e-7,0.0001139321,0.0004735594,0.003352572,0.00008315941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869829,0.000433765,0.00004275515,0.0008365684,0.0002915663,0.002100014,0.00005332225,0.00003864458,0.009220486],"genre_scores_gemma":[0.9877102,0.00009276184,0.0002291076,0.0001896264,0.0003322843,0.003674113,0.00001684614,0.00001712297,0.007737899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008200874,"threshold_uncertainty_score":0.4914188,"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."}}