{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003640678,0.001422726,0.003055855,0.0006382865,0.0005245899,0.001171268,0.001329792,0.003220887,0.005714229],"category_scores_gemma":[0.008532665,0.0009706133,0.002390319,0.0007586538,0.001641717,0.001302435,0.0008485214,0.002130126,0.000520965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730575,"about_ca_system_score_gemma":0.002210496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007660363,"about_ca_topic_score_gemma":0.006548488,"domain_scores_codex":[0.9955135,0.002731598,0.0003493303,0.0006654749,0.0002686343,0.0004714162],"domain_scores_gemma":[0.9958295,0.001701755,0.0009963827,0.0002050352,0.0002360791,0.001031262],"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":[0.9698785,0.01109243,0.00193563,0.001742191,0.0008341318,0.00003183038,0.0002145587,0.0001840613,0.0006957578,0.00004589619,0.0002996532,0.01304524],"study_design_scores_gemma":[0.8278069,0.1618281,0.007713675,0.0001942136,0.001304614,0.00001779401,0.00009283905,0.0002982642,0.0003931028,0.00007349106,0.0002533642,0.00002367424],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938604,0.001855895,0.0001504007,0.0002402461,0.0002699722,0.002571097,0.0002946137,0.00002901022,0.0007283993],"genre_scores_gemma":[0.9944302,0.0008487563,0.0004654237,0.0002319078,0.0001496608,0.002965072,0.0002208726,0.000006601587,0.0006814588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007660363,"threshold_uncertainty_score":0.01925397,"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."}}