{"id":"W4382322571","doi":"10.1182/hem.v20.3.2023312","title":"Anticoagulation and Abnormal Uterine Bleeding: Acknowledging Calls to Action","year":2023,"lang":"en","type":"article","venue":"The Hematologist","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Action (physics); Medicine; Intensive care medicine; Obstetrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001076692,0.00008153095,0.0001496616,0.0000676312,0.0001095063,0.00002169268,0.00003506493,0.00003056986,0.00003365905],"category_scores_gemma":[0.00004505688,0.00005068845,0.00002336261,0.0001993158,0.00003998042,0.0000463259,0.00008232729,0.00005131483,0.0002640743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906088,"about_ca_system_score_gemma":0.000008028154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003420961,"about_ca_topic_score_gemma":0.00001265874,"domain_scores_codex":[0.9995036,0.00001143023,0.0001107496,0.0001304877,0.00008437342,0.0001593457],"domain_scores_gemma":[0.9996969,0.00003679874,0.00002770716,0.0001483732,0.00002736456,0.00006291972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008141802,0.0004087318,0.8294563,0.001188731,0.000553459,0.001413347,0.002999976,0.00009581558,0.06585783,0.01166809,0.01921077,0.06633278],"study_design_scores_gemma":[0.001588091,0.0003515968,0.9527072,0.0001548116,0.0001385935,0.001661276,0.0003652726,0.004751803,0.01835447,0.0004107147,0.01932018,0.0001959511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929649,0.0000316562,0.0002012317,0.005148439,0.0001775542,0.0002265113,0.000001992663,0.0001619537,0.001085759],"genre_scores_gemma":[0.9975427,0.00004128208,0.0002795849,0.0001308074,0.00008067249,0.0000181585,0.00001318207,0.00001005488,0.00188354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1232509,"threshold_uncertainty_score":0.3394229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07156471233754537,"score_gpt":0.3684370358084489,"score_spread":0.2968723234709035,"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."}}