{"id":"W4399806165","doi":"10.1111/ajo.13851","title":"Inter‐observer reproducibility of the 2021 <scp>AAGL</scp> Endometriosis Classification","year":2024,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Obstetrics and Gynaecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Sydney; Imperial College London","keywords":"Observer (physics); Medicine; Endometriosis; Odds ratio; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04911669,0.0003643276,0.0007383631,0.001482012,0.0005219929,0.001177768,0.0006549128,0.0005092262,0.001210787],"category_scores_gemma":[0.06288,0.0002702773,0.0009192619,0.0008366135,0.0008235148,0.0006540418,0.001487699,0.0004634565,0.000441192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609187,"about_ca_system_score_gemma":0.0006306081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689374,"about_ca_topic_score_gemma":0.002104832,"domain_scores_codex":[0.9560192,0.02517655,0.006655618,0.004222603,0.006857846,0.001068203],"domain_scores_gemma":[0.9041336,0.0596168,0.01289133,0.008807517,0.0138085,0.0007421321],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002115866,0.00006404424,0.9443039,0.0004150596,0.0009404254,0.000103928,0.001435857,0.001217374,0.003894965,0.0003262126,0.0009358375,0.04424649],"study_design_scores_gemma":[0.00007749368,0.0005616885,0.9847226,0.0001447605,0.0004671827,0.0006095984,0.0005122847,0.005969617,0.003449932,0.0007861106,0.002648439,0.00005046661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485679,0.003246509,0.03979034,0.0002029628,0.000241118,0.0004836611,0.000898914,0.0001666567,0.006401996],"genre_scores_gemma":[0.9935907,0.0001167368,0.005182384,0.00005119588,0.00003300719,0.0001615454,0.0004682358,0.00003692409,0.0003591855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9508833,"threshold_uncertainty_score":0.259757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06508659534315385,"score_gpt":0.3227706604940809,"score_spread":0.2576840651509271,"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."}}