{"id":"W3041095010","doi":"10.1097/aog.0000000000003896","title":"Treatment of Unfavorable Bleeding Patterns in Contraceptive Implant Users","year":2020,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources","keywords":"Medicine; Etonogestrel; Amenorrhea; Contraceptive implant; Implant; Placebo; Randomized controlled trial; Tamoxifen; Intention-to-treat analysis; Surgery; Gynecology; Population; Internal medicine; Breast cancer; Family planning; Pregnancy; Cancer","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":[0.00005780681,0.00008661075,0.000342111,0.0001024319,0.00002424359,0.000003486671,0.00001936343,0.00008203639,0.00004473385],"category_scores_gemma":[0.0009538641,0.00007097901,0.00003184919,0.0002133353,0.00003133579,0.00003287001,0.000009458697,0.00007361044,0.000004229195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208094,"about_ca_system_score_gemma":0.00006938065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242659,"about_ca_topic_score_gemma":0.00002858502,"domain_scores_codex":[0.999241,0.00003147748,0.0002264099,0.0002360685,0.00006437512,0.0002006551],"domain_scores_gemma":[0.9989656,0.0006794528,0.00008233557,0.0000795309,0.00006045771,0.0001326479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002345532,0.0002937764,0.8806414,0.0001392589,0.00004561134,0.0001831033,0.002047564,0.00001011773,0.005116145,0.0004187655,0.00006824287,0.1108014],"study_design_scores_gemma":[0.008079869,0.007612105,0.9593655,0.00002632027,0.00009130205,0.0000525904,0.0022889,0.001468057,0.00187323,0.00007627424,0.01892085,0.0001450359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937458,0.001581195,0.00008351562,0.003469991,0.0002441994,0.0004169439,0.00001354365,0.00001021438,0.0004345879],"genre_scores_gemma":[0.9970287,0.002347023,0.00008096315,0.0003744909,0.00006581264,0.00001880524,0.00001112358,0.00000693155,0.00006614119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106564,"threshold_uncertainty_score":0.289444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439752847601769,"score_gpt":0.2891337085365576,"score_spread":0.2547361800605399,"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."}}