{"id":"W2333093147","doi":"10.6000/1927-5129.2012.08.01.25","title":"Histopathological Pattern of Abnormal Uterine Bleeding in Endometrial Biopsies","year":2012,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Uterine bleeding; Medicine; Endometrial biopsy; Biopsy; Pathology; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004295118,0.0002281101,0.000139708,0.002373759,0.0003321765,0.0002900209,0.0002331625,0.0003647317,0.00232256],"category_scores_gemma":[0.0008741232,0.000226287,0.0002252423,0.000659653,0.0003001338,0.0002132046,0.0002524292,0.0001845126,0.0004375713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680425,"about_ca_system_score_gemma":0.0001713824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115604,"about_ca_topic_score_gemma":0.001689356,"domain_scores_codex":[0.9997458,0.00005323415,0.00004655225,0.00004044657,0.0000623433,0.00005160403],"domain_scores_gemma":[0.999673,0.00008066373,0.00006107062,0.00003071394,0.00008523218,0.00006945371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004126141,0.0001688436,0.54897,0.0005011758,0.0001811032,0.04182071,0.0005877908,0.0003650692,0.3576405,0.0004248431,0.000755207,0.04445855],"study_design_scores_gemma":[0.00006208337,0.0006910207,0.8968203,0.00008263707,0.0001656112,0.05860098,0.0009718258,0.000929542,0.03674253,0.0002302804,0.004681711,0.00002154214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859351,0.003157041,0.001536277,0.0001573432,0.00005292333,0.00009149208,0.0004439952,0.00006113315,0.008564698],"genre_scores_gemma":[0.993666,0.001354861,0.002362326,0.0001078448,0.00004144092,0.00002557612,0.0003209655,0.000007669046,0.002113279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002373759,"threshold_uncertainty_score":0.007769704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05286284310726755,"score_gpt":0.3198957832844243,"score_spread":0.2670329401771567,"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."}}