{"id":"W2058141612","doi":"10.1055/s-2004-835308","title":"Factors that Affect Satisfaction with Neonatal-Perinatal Fellowship Training","year":2004,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Medicine; Affect (linguistics); Medical education; Training (meteorology); Family medicine; Psychology","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":[0.0008408072,0.0001493262,0.0004387815,0.0003099788,0.0005294901,0.00001190043,0.0002261944,0.00007412934,0.0002549997],"category_scores_gemma":[0.0003208248,0.00009943137,0.00006787584,0.0004723961,0.0005696812,0.0003471197,0.00002959717,0.0009520935,0.00002914105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048512,"about_ca_system_score_gemma":0.002169159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102456,"about_ca_topic_score_gemma":0.001259039,"domain_scores_codex":[0.9977888,0.0004614026,0.0004092231,0.0001863698,0.0004215548,0.0007326844],"domain_scores_gemma":[0.9979979,0.000579579,0.0006041838,0.0001466418,0.000216159,0.0004555451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00036573,0.00003553648,0.7793986,0.00009818359,0.00005106609,0.000106997,0.04453257,0.00008154265,0.00007576258,0.000890105,0.0001765855,0.1741873],"study_design_scores_gemma":[0.001133588,0.002952411,0.8226714,0.0001750511,0.00001257228,0.0003722171,0.14483,0.000009127853,0.0001422894,0.0003110412,0.02720664,0.0001836472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943806,0.00008562581,0.001472301,0.002643416,0.0008895257,0.0001905809,0.000003472903,0.00002022317,0.0003142821],"genre_scores_gemma":[0.998014,0.00005016279,0.001340378,0.0003481019,0.0001636318,0.00001376686,0.000001894044,0.00001641492,0.00005160463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740037,"threshold_uncertainty_score":0.4136425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496788180519897,"score_gpt":0.4514324300742651,"score_spread":0.3017536120222755,"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."}}