{"id":"W3059891320","doi":"10.2196/21093","title":"Qualitative Evidence Synthesis on Self-Collection for Human Papillomavirus–Based Cervical Screening: Protocol for Systematic Review","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of New South Wales","keywords":"CINAHL; Cervical cancer; Medicine; Scopus; MEDLINE; Data extraction; Systematic review; Cervical screening; Thematic analysis; Qualitative research; Family medicine; Nursing; Psychological intervention; Cancer; Political science","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":[0.1267793,0.00450572,0.01186465,0.01626889,0.004625462,0.007345201,0.006230624,0.00621314,0.06671191],"category_scores_gemma":[0.1558802,0.003972108,0.01123268,0.01652098,0.004885431,0.007857904,0.006716722,0.006624402,0.007696218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926542,"about_ca_system_score_gemma":0.0832711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008650289,"about_ca_topic_score_gemma":0.01425226,"domain_scores_codex":[0.9214329,0.0403879,0.02290153,0.004655858,0.007839113,0.002782746],"domain_scores_gemma":[0.886017,0.05907213,0.01218075,0.006768695,0.0336406,0.002320684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001458065,0.0001304012,0.0003527662,0.9072748,0.001024428,0.0003714017,0.007979367,0.0009063614,0.0007057111,0.005516311,0.02591661,0.04836382],"study_design_scores_gemma":[0.006813881,0.0006945754,0.001744989,0.7571333,0.004521523,0.0003092123,0.009848488,0.0008247327,0.001568537,0.01252523,0.2037077,0.0003077516],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005286342,0.003262147,0.0031699,0.0007491095,0.0003231262,0.9842641,0.006425694,0.00008751962,0.001189928],"genre_scores_gemma":[0.0005226561,0.001579538,0.005729775,0.0001788282,0.00001228037,0.9912555,0.0004395576,0.00001013249,0.0002717041],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1267793,"threshold_uncertainty_score":0.6704809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7004711438379431,"score_gpt":0.6897259994561581,"score_spread":0.01074514438178498,"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."}}