{"id":"W2171938877","doi":"10.1111/tmi.12549","title":"Uptake of community‐based, self‐collected <scp>HPV</scp> testing <i>vs</i>. visual inspection with acetic acid for cervical cancer screening in <scp>K</scp>ampala, <scp>U</scp>ganda: preliminary results of a randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Women's Health Research Institute","funders":"","keywords":"Medicine; Cryotherapy; Colposcopy; Cervical cancer; Randomized controlled trial; Gynecology; Obstetrics; Cervical cancer screening; Visual inspection; Cervical screening; Physical therapy; Cancer; Internal medicine; Surgery","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002679702,0.0004818045,0.002254349,0.0008343084,0.0002286118,0.00002508661,0.0004901172,0.0003034187,0.0000396595],"category_scores_gemma":[0.03603813,0.0003576999,0.0002656165,0.001315776,0.0004897885,0.0001359217,0.000140998,0.001556934,0.000002504196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007966079,"about_ca_system_score_gemma":0.002704996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00346151,"about_ca_topic_score_gemma":0.001525255,"domain_scores_codex":[0.9929553,0.000929736,0.002428925,0.0005687831,0.002224881,0.000892322],"domain_scores_gemma":[0.9802017,0.01481312,0.001037533,0.0004407435,0.00257752,0.0009294135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9055244,0.006679648,0.02558285,0.002772992,0.00120077,0.00006436423,0.01319895,0.0007569917,0.0006680266,0.0002521091,0.02315505,0.02014388],"study_design_scores_gemma":[0.7701049,0.03913195,0.1539443,0.00109205,0.0003116698,0.00003910637,0.003671356,0.02671468,0.0005802889,0.0001121517,0.004234098,0.00006341152],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729881,0.001162693,0.005662194,0.005195342,0.0006772652,0.007850615,0.0001500946,0.0001928586,0.00612088],"genre_scores_gemma":[0.9918879,0.0001281961,0.003013867,0.001504139,0.00155175,0.001076207,0.0003408418,0.00007755764,0.0004195893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354195,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08839423533261971,"score_gpt":0.3934185540528926,"score_spread":0.3050243187202729,"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."}}