{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000538885,0.0001808147,0.0005329001,0.0002508367,0.0001631802,0.0002206772,0.0001507776,0.0002925439,0.002212377],"category_scores_gemma":[0.002134194,0.0001236417,0.0003606923,0.0002700725,0.0001357889,0.0001888794,0.0001209293,0.0003612059,0.0001595867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886646,"about_ca_system_score_gemma":0.0002395589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000655557,"about_ca_topic_score_gemma":0.001363018,"domain_scores_codex":[0.9996355,0.0001645431,0.00004843435,0.00003871084,0.00007706026,0.00003579085],"domain_scores_gemma":[0.9991817,0.0002411563,0.0004271535,0.00002080554,0.0000355753,0.00009356635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.111103,0.00449896,0.5482838,0.00221639,0.001424293,0.0004376917,0.0003068986,0.0003809432,0.01085821,0.0001212263,0.002208042,0.3181606],"study_design_scores_gemma":[0.01058762,0.03529301,0.9463556,0.0002186935,0.0007539311,0.00129228,0.0001805218,0.000651393,0.00147069,0.0001236525,0.003048062,0.00002461184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930143,0.005384796,0.0001156863,0.0002216102,0.00002753259,0.00007478641,0.0002035039,0.00001016724,0.0009477237],"genre_scores_gemma":[0.9973004,0.001707517,0.0002841218,0.0001459895,0.00005090739,0.0000634421,0.0001767695,0.000001949659,0.0002689477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212377,"threshold_uncertainty_score":0.007401109,"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."}}