{"id":"W2971216313","doi":"","title":"[“FULFILLING LIFE”FOR BOTH FEMALE AND MALE SURGEONS IN THE FUTURE SOCIETY FOR SURGEONS].","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; General surgery; Family medicine; Gerontology","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":[0.001197483,0.0001424883,0.0002595346,0.00005753205,0.000127374,0.00003200507,0.00009117102,0.0001172411,0.00002334851],"category_scores_gemma":[0.0006826369,0.00008442889,0.0001994587,0.0001525158,0.00008058205,0.000096797,0.00002606417,0.00008460483,0.000002852185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004302214,"about_ca_system_score_gemma":0.00005089541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001795998,"about_ca_topic_score_gemma":0.00007108942,"domain_scores_codex":[0.9987621,0.00003045766,0.0002624356,0.0002860972,0.0001728621,0.0004860275],"domain_scores_gemma":[0.9984376,0.001018801,0.00008041159,0.0002507065,0.00008068544,0.0001317602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004678385,0.0001768457,0.8500398,0.0004749275,0.0001736759,0.000008387403,0.002412573,0.000002548859,0.0003520218,0.001066212,0.03629382,0.1085313],"study_design_scores_gemma":[0.0022508,0.00005776094,0.9180189,0.00005272974,0.0001065575,0.0000370659,0.001580929,0.00009558775,0.0003874207,0.0003358216,0.07689112,0.0001853134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756638,0.001372871,0.0006434709,0.01828844,0.0003397354,0.002891027,0.00008185741,0.00006342051,0.0006554112],"genre_scores_gemma":[0.9910163,0.0001184539,0.001470614,0.0008123853,0.0005158306,0.002473618,0.00002159783,0.00003067326,0.003540481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108346,"threshold_uncertainty_score":0.344291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348457172101604,"score_gpt":0.255407579384508,"score_spread":0.221923007663492,"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."}}