{"id":"W2791849236","doi":"10.3747/co.25.3916","title":"Completing the Cervical Screening Pathway: Factors that Facilitate the Increase of Self-Collection Uptake among Under-Screened and Never-Screened Women, an Australian Pilot Study","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Government of Victoria; U.S. Department of Health and Human Services","keywords":"Medicine; Family medicine; Bioinformatics; Biology","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":[0.005372721,0.0002434256,0.0003839998,0.0005288656,0.001433904,0.001092211,0.0006247631,0.0004436636,0.001333796],"category_scores_gemma":[0.01342006,0.0004264269,0.000426729,0.0005264994,0.00066866,0.0008920038,0.001369819,0.000644187,0.0001810414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850498,"about_ca_system_score_gemma":0.006444789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06824487,"about_ca_topic_score_gemma":0.07962691,"domain_scores_codex":[0.9971488,0.001420121,0.0001672882,0.000194087,0.000539629,0.0005301286],"domain_scores_gemma":[0.995288,0.001438072,0.0009686204,0.0002131282,0.0007637857,0.001328396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007577466,0.004219897,0.8068991,0.0005167723,0.00005511327,0.0006094898,0.1308905,0.000124084,0.002196052,0.0001666732,0.0006116483,0.05295288],"study_design_scores_gemma":[0.00005506175,0.003367318,0.9659042,0.00009326806,0.00004494515,0.0001530193,0.02845888,0.0003353244,0.0003436214,0.00004701706,0.00117815,0.00001917852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992697,0.00003815004,0.0000320302,0.00007354259,0.000001293436,0.000171954,0.00002172998,0.000001438494,0.0003902485],"genre_scores_gemma":[0.9986707,0.000135473,0.0004995849,0.0000644197,0.000003000742,0.0002199819,0.00003325644,0.000001557531,0.0003720721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06824487,"threshold_uncertainty_score":0.1356953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.32439549897009,"score_gpt":0.4201012188606601,"score_spread":0.09570571989057014,"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."}}