{"id":"W2793100336","doi":"10.3747/co.25.3915","title":"Self-Collection for Under-Screened Women in a National Cervical Screening Program: Pilot Study","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Government of Victoria; U.S. Department of Health and Human Services","keywords":"Medicine; Cervical screening; Family medicine; Cervical cancer; Human papillomavirus; Gynecology; Data collection; Sample (material); Cervical cancer screening; Obstetrics; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190333,0.0004473201,0.0005021105,0.0007710613,0.001876849,0.000964799,0.0008632574,0.0007283766,0.0020283],"category_scores_gemma":[0.01999017,0.0005625648,0.0005682438,0.000677673,0.001156826,0.001075593,0.001166597,0.001083319,0.0004138766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575452,"about_ca_system_score_gemma":0.003828688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007934131,"about_ca_topic_score_gemma":0.01171889,"domain_scores_codex":[0.9932364,0.004541401,0.0003033042,0.0003382729,0.0008993492,0.0006812407],"domain_scores_gemma":[0.9864393,0.005885017,0.001608836,0.001260225,0.002753956,0.002052716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00467536,0.07122477,0.7312047,0.0007873667,0.0001287636,0.002147415,0.1070864,0.0001649528,0.004920789,0.0003102652,0.001299588,0.07604967],"study_design_scores_gemma":[0.001455795,0.1284793,0.7825087,0.0001960985,0.0001409999,0.001310267,0.07847241,0.0009281617,0.002539185,0.0001861165,0.003702183,0.00008073558],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981476,0.00001789313,0.0001153821,0.00004976671,0.000005633999,0.001267299,0.00004570893,0.000004995137,0.0003457233],"genre_scores_gemma":[0.9961352,0.00008329261,0.001160616,0.0002014837,0.00001390378,0.001878683,0.000106285,0.000004632646,0.0004158324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190333,"threshold_uncertainty_score":0.06295156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2971378155778774,"score_gpt":0.5156212774288723,"score_spread":0.2184834618509949,"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."}}