{"id":"W4309868431","doi":"10.1016/j.jmig.2022.09.346","title":"7919 External Validation of the Recently Published “Aagl 2021 Endometriosis Classification” Staging System","year":2022,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Endometriosis; Staging system; General surgery; Medical physics; Pathology; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01318781,0.0007741444,0.0006765508,0.001897513,0.001091211,0.001360157,0.001213731,0.001120086,0.006939111],"category_scores_gemma":[0.02825192,0.000419353,0.001183449,0.00145194,0.0009661806,0.0008574001,0.002352343,0.0006926595,0.005999187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008435232,"about_ca_system_score_gemma":0.001582612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520055,"about_ca_topic_score_gemma":0.005260373,"domain_scores_codex":[0.9933642,0.002543954,0.0009217256,0.001358502,0.001260598,0.0005509799],"domain_scores_gemma":[0.9831181,0.004548625,0.001530121,0.003350391,0.006802641,0.0006500907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00260112,0.0005092093,0.8620698,0.0009990874,0.001081306,0.0004004468,0.001074004,0.001932098,0.008952628,0.00155464,0.04312983,0.07569575],"study_design_scores_gemma":[0.0004910148,0.0008108949,0.9023042,0.0004562962,0.0009467818,0.0007713102,0.0004536239,0.003477498,0.005996776,0.0009257179,0.08328068,0.00008533723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879213,0.001640005,0.01696029,0.0009062773,0.001817534,0.002725984,0.04906939,0.0004512548,0.03850796],"genre_scores_gemma":[0.8644352,0.0004538049,0.0102628,0.001086355,0.0004247043,0.003531795,0.1091395,0.0003685083,0.01029743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318781,"threshold_uncertainty_score":0.06974465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006403355974726,"score_gpt":0.2882201102464705,"score_spread":0.2581560766867232,"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."}}