{"id":"W4224435921","doi":"10.1016/j.srhc.2022.100729","title":"The problem with “unprotected” sex","year":2022,"lang":"en","type":"letter","venue":"Sexual & Reproductive Healthcare","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Medicine; Obstetrics","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001832024,0.0008294663,0.001129317,0.0002471274,0.00196135,0.00008854127,0.0004308119,0.0007013237,0.0001965469],"category_scores_gemma":[0.0003443185,0.0005383491,0.0001576441,0.0009523309,0.0005360915,0.0001501709,0.0001916799,0.009098013,0.00009314873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246914,"about_ca_system_score_gemma":0.00242445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199779,"about_ca_topic_score_gemma":0.0001564695,"domain_scores_codex":[0.9908553,0.001164657,0.000942143,0.003430172,0.001992725,0.001614981],"domain_scores_gemma":[0.993668,0.0002144059,0.000805173,0.0035894,0.001427049,0.0002959632],"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":[0.002747271,0.0001451006,0.001886246,0.003247138,0.0004162279,0.0008978571,0.001843212,0.00000489807,0.000094774,0.0001282547,0.8974721,0.09111696],"study_design_scores_gemma":[0.0008011807,0.005816081,0.002090584,0.0001435246,0.0001645669,0.001445352,0.002359874,0.000002959842,0.00007214567,0.0005841952,0.9859569,0.0005626511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004904506,0.009827508,0.00002658515,0.9732509,0.0009298613,0.00880419,0.0001185953,0.0004400406,0.001697824],"genre_scores_gemma":[0.008040643,0.0009709211,0.001166407,0.7956319,0.06270479,0.008119699,0.002409018,0.0006804375,0.1202762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.177619,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108533263951893,"score_gpt":0.3092504159041806,"score_spread":0.2781650832646617,"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."}}