{"id":"W3215684730","doi":"10.1186/s12905-021-01545-5","title":"Treatment of endometriosis: a review with comparison of 8 guidelines","year":2021,"lang":"en","type":"review","venue":"BMC Women s Health","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Society of Gastrointestinal Endoscopy","keywords":"Endometriosis; Medicine; Medical physics; Gynecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007876346,0.000584299,0.01042489,0.000944677,0.00004848021,0.000007461913,0.0001635678,0.0001333568,0.0002453782],"category_scores_gemma":[0.002629805,0.0003269757,0.0009134035,0.002952897,0.00009038609,0.00002585489,0.00005062574,0.0001912931,0.00001930092],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811735,"about_ca_system_score_gemma":0.007647919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069604,"about_ca_topic_score_gemma":0.00004305045,"domain_scores_codex":[0.9943863,0.0006201293,0.002665513,0.0005787009,0.001059081,0.0006903016],"domain_scores_gemma":[0.9934548,0.002354136,0.001724148,0.001101808,0.000702365,0.000662739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006363,0.001835167,0.0002771835,0.275163,0.001185302,0.00002465783,0.00008728189,8.481673e-8,4.40851e-8,0.00001767196,0.001036441,0.7203095],"study_design_scores_gemma":[0.002389337,0.009911619,0.000008100352,0.1622074,0.001257644,0.0001412153,0.0001243455,5.868883e-7,0.000006154527,4.224106e-7,0.8238053,0.0001478185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001865445,0.9941503,0.00002641926,0.0002410454,0.00004217057,0.005031099,0.0001848071,0.000024223,0.0002812883],"genre_scores_gemma":[0.00002330433,0.9915997,0.005654642,0.00009128078,0.00008847321,0.001522704,0.000416649,0.00006944238,0.0005337981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8227689,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.313766916022735,"score_gpt":0.5368840652199878,"score_spread":0.2231171491972527,"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."}}