{"id":"W2253005668","doi":"10.12968/indn.2008.5.2.75524","title":"An update on oral contraception","year":2008,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Oral contraception; Family medicine; Gynecology; Population; Family planning; Environmental health; Research methodology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002275251,0.0001347943,0.0002090452,0.000105969,0.0001383186,0.00000959893,0.00006167961,0.0001180249,0.0004870567],"category_scores_gemma":[0.00004191742,0.0001162497,0.00006319704,0.0000950055,0.00006469501,0.0001883622,0.000003324327,0.0002834024,0.0009863711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064216,"about_ca_system_score_gemma":0.00009648016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004412451,"about_ca_topic_score_gemma":0.00001860653,"domain_scores_codex":[0.9986305,0.00007535156,0.0002208918,0.0003886241,0.0004032142,0.0002814487],"domain_scores_gemma":[0.9990805,0.00000959011,0.00007352523,0.0004495537,0.0001281598,0.0002587061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01323189,0.007010659,0.3183918,0.0001070834,0.0001616427,0.001654088,0.003571844,0.0002223168,0.08473954,0.006009242,0.02490907,0.5399908],"study_design_scores_gemma":[0.003957199,0.001805148,0.969109,0.00004039306,0.00004907316,0.0006264119,0.0003660427,0.0003650193,0.004250243,0.0002579952,0.01896193,0.0002115276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927489,0.00008846904,0.0003739768,0.002231901,0.0005269578,0.0005374597,0.000004482399,0.0001380901,0.003349741],"genre_scores_gemma":[0.9957061,0.00007749387,0.0001674894,0.001788219,0.0007916742,0.00003249047,0.00005850632,0.00002109245,0.001356921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6507173,"threshold_uncertainty_score":0.9997915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880659983662836,"score_gpt":0.3300508352788382,"score_spread":0.3012442354422098,"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."}}