{"id":"W4200622370","doi":"10.1071/sh21151","title":"Identifying gaps in dual protection from sexually transmissible infections and unintended pregnancies among Australian women: an observational study","year":2021,"lang":"en","type":"article","venue":"Sexual Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Condom; Casual; Family planning; Gynecology; Gonorrhea; Population; Demography; Developed country; Chlamydia; Unintended pregnancy; Family medicine; Obstetrics; Environmental health; Syphilis; Human immunodeficiency virus (HIV); Research methodology; Immunology","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":[0.0007025484,0.0001575356,0.0003373688,0.0001543726,0.0002619323,0.0000485791,0.00002439644,0.00008974397,0.00009695504],"category_scores_gemma":[0.0001211469,0.00016106,0.00001617335,0.0004769065,0.00007549957,0.0004253219,0.00001616205,0.0004315223,0.000004006948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732367,"about_ca_system_score_gemma":0.0009388255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006963197,"about_ca_topic_score_gemma":0.01283875,"domain_scores_codex":[0.9978045,0.0003631705,0.0004988518,0.0006119693,0.0003024352,0.0004190925],"domain_scores_gemma":[0.9990293,0.00002794329,0.0001223411,0.0002735048,0.0001954905,0.0003513616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004371991,0.003055358,0.9065374,0.0008293899,0.000070519,0.00008684496,0.04024677,0.00005106006,0.009243458,0.0001688741,0.00007755024,0.03919553],"study_design_scores_gemma":[0.001900201,0.002493569,0.958011,0.0001503087,0.0000132779,0.000045264,0.03620628,0.0001445705,0.0001250986,0.0005354958,0.0002548232,0.0001201523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993441,0.000406041,0.0003547224,0.00389213,0.0002460105,0.001535472,0.00001789692,0.00007747815,0.0000292092],"genre_scores_gemma":[0.9967088,0.00004630316,0.0003404201,0.0002796742,0.0003189032,0.0002862649,0.0001442094,0.00001927369,0.001856168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05147352,"threshold_uncertainty_score":0.9996495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936505538683986,"score_gpt":0.3999785242897993,"score_spread":0.2063279704214007,"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."}}