{"id":"W3213069772","doi":"10.1530/raf-21-0097","title":"Endometriosis – novel approaches and controversies debated","year":2021,"lang":"en","type":"article","venue":"Reproduction and Fertility","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Endometriosis; Disease; MEDLINE; Population; Incidence (geometry)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003205575,0.00009292904,0.0002377772,0.0001153483,0.00009935193,0.00003194348,0.00001321638,0.00004529174,0.00006117839],"category_scores_gemma":[0.009594776,0.00007331523,0.00004801257,0.0004251307,0.0001095322,0.00007753768,0.00004553974,0.0001057193,0.000002761755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004839811,"about_ca_system_score_gemma":0.00004984718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004626744,"about_ca_topic_score_gemma":0.000008543425,"domain_scores_codex":[0.9989681,0.00004513772,0.0001422553,0.0005010748,0.0001843358,0.0001591326],"domain_scores_gemma":[0.9989668,0.0003803516,0.0000266261,0.0003164264,0.0001441001,0.0001657107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004218374,0.003768419,0.3782037,0.0007792183,0.001300264,0.0001105652,0.0006455454,0.000001761552,0.1212191,0.0007987439,0.0008579479,0.4880963],"study_design_scores_gemma":[0.00476915,0.0002663282,0.8471013,0.00002325857,0.0001264238,0.0003426959,0.0004933658,0.0001258089,0.1224721,0.00009353122,0.02407518,0.0001108241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827701,0.009709352,0.0001735623,0.005239992,0.00006055137,0.0003089594,0.00001266463,0.00004994515,0.001674827],"genre_scores_gemma":[0.9965764,0.00156024,0.0005811034,0.00009290048,0.00004750534,0.00001869539,0.00002400419,0.000006010867,0.001093156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4879855,"threshold_uncertainty_score":0.9987478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07839217833637524,"score_gpt":0.2960363178145327,"score_spread":0.2176441394781574,"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."}}