{"id":"W2754439230","doi":"10.23736/s0026-4784.16.03762-x","title":"Evaluation of ELAM-1 expression alteration in endometriosis","year":2017,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Endometriosis; Stromal cell; Immunostaining; Pathogenesis; Medicine; Immunohistochemistry; Pathology; Endometrial biopsy; Andrology; Biology; Immunology; Internal medicine; Biopsy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001202992,0.00009011908,0.0002982422,0.0007334903,0.00009530078,0.00002502239,0.00007646983,0.0001021016,0.000106378],"category_scores_gemma":[0.1665017,0.00007026204,0.00004649706,0.0003103264,0.00006791419,0.0001084899,0.0000769685,0.0001011905,0.000005008086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718265,"about_ca_system_score_gemma":0.0001084941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008957558,"about_ca_topic_score_gemma":0.00008005568,"domain_scores_codex":[0.9986717,0.0001365708,0.0002633783,0.0002082862,0.000528791,0.000191236],"domain_scores_gemma":[0.991973,0.006979331,0.0001651904,0.0003486977,0.0004375142,0.00009630771],"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":[0.00005056401,0.0005887384,0.2703394,0.00006415306,0.00006281755,0.00005191273,0.0001147147,0.00001403928,0.0234201,0.00009972337,0.0001492446,0.7050446],"study_design_scores_gemma":[0.01647091,0.001489541,0.9245653,0.0001032478,0.000217769,0.00001898221,0.00007999558,0.006875064,0.0448005,0.0004085538,0.004837398,0.0001326976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906301,0.004730636,0.00002484257,0.0005236983,0.0002124403,0.0005686213,0.000005305063,0.000004704795,0.003299681],"genre_scores_gemma":[0.9970561,0.002230288,0.0004015222,0.00003263274,0.00002075263,0.00007850502,0.00001440664,0.000006962349,0.0001588906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7049119,"threshold_uncertainty_score":0.8405192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528340504096802,"score_gpt":0.3701968563341647,"score_spread":0.2949134512931966,"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."}}