{"id":"W2509960092","doi":"10.1089/jwh.2016.5854","title":"Ten Challenges in Contraception","year":2016,"lang":"en","type":"review","venue":"Journal of Women s Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Allergan; U.S. Food and Drug Administration","keywords":"Medicine; Unintended pregnancy; Family planning; Pregnancy; Family medicine; Disease; Gynecology; Population","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":[0.004698137,0.0002556289,0.003008712,0.0006778492,0.00003669832,0.000007745074,0.0001070312,0.0002432895,0.0001040458],"category_scores_gemma":[0.0003170944,0.0001512026,0.0003194436,0.0001869912,0.00003392097,0.0001305129,0.00001216604,0.000818655,0.00006775994],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946248,"about_ca_system_score_gemma":0.003533863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007651014,"about_ca_topic_score_gemma":0.000005929875,"domain_scores_codex":[0.9963356,0.0004996901,0.001826928,0.000279772,0.0004087654,0.000649191],"domain_scores_gemma":[0.9965869,0.0001353896,0.002146914,0.0002998251,0.0002213436,0.0006096108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001514491,0.0001511539,0.00001919317,0.02175319,0.00006378804,0.00004464852,0.0005374955,1.913097e-8,3.411245e-7,0.0000813732,0.0003506516,0.9768467],"study_design_scores_gemma":[0.001262386,0.001556822,0.0008672844,0.04012204,0.00005074958,0.001142767,0.0002562888,9.951155e-8,4.12656e-8,0.00010778,0.9545281,0.0001056277],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001773255,0.9897579,0.00001888202,0.008315257,0.000494649,0.0009075179,0.000004695271,0.000009506621,0.0003142572],"genre_scores_gemma":[0.0001052055,0.9964049,0.00009025602,0.0002691876,0.002791795,0.00004245077,0.000003087204,0.00003772348,0.0002553746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9767411,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182499286142886,"score_gpt":0.4221343370762122,"score_spread":0.3038844084619235,"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."}}