{"id":"W4313453811","doi":"10.1089/jwh.2022.0433","title":"Update on Contraception","year":2023,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Subspecialty; Medicine; Family medicine; Gerontology; Gynecology; Library science","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":[0.002126049,0.001425448,0.001704111,0.006067161,0.001043083,0.002366015,0.001759964,0.00479977,0.06792761],"category_scores_gemma":[0.01286394,0.0006482543,0.001161046,0.004411831,0.0007505893,0.002790945,0.001772094,0.006031955,0.02674298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017261,"about_ca_system_score_gemma":0.004909828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237671,"about_ca_topic_score_gemma":0.02984732,"domain_scores_codex":[0.9983557,0.0004144304,0.0001798496,0.0001399703,0.0007294933,0.0001804646],"domain_scores_gemma":[0.9931619,0.002569672,0.0006685901,0.0002108266,0.002414712,0.0009742291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002881195,0.00002333526,0.0001722776,0.0008181734,0.00001234097,0.00007386257,0.000024371,0.00005497969,0.00002986,0.0007831812,0.8332073,0.1647715],"study_design_scores_gemma":[0.00001068324,0.00001463502,0.0003095044,0.001153629,0.00001810372,0.0001344239,0.00001897044,0.00001134674,0.00001123739,0.000159451,0.9981541,0.000004023987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003078024,0.6770097,0.0004951297,0.1054041,0.1286196,0.00008526057,0.001741253,0.0002304913,0.08610663],"genre_scores_gemma":[0.002652131,0.6791452,0.001064079,0.1048338,0.1191651,0.000246322,0.002718154,0.00009904229,0.09007633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06792761,"threshold_uncertainty_score":0.2272404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932635894078304,"score_gpt":0.3577264282832843,"score_spread":0.3284000693425012,"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."}}