{"id":"W4313886757","doi":"10.21203/rs.3.rs-2408295/v1","title":"Effectiveness of family-centred sexual health education and HPV self-sampling in promoting cervical cancer screening among hard-to-reach Indian women in rural and tribal areas: A community-based pilot study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Women's College Hospital; Brock University","funders":"Global Affairs Canada","keywords":"Medicine; Cervical cancer; Family medicine; Reproductive health; Attendance; Health equity; Cancer screening; Papanicolaou stain; Gynecology; Cancer; Environmental health; Population; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001763706,0.0005107623,0.0005007159,0.0005135327,0.001103114,0.0006253497,0.0008441845,0.0005891807,0.002539862],"category_scores_gemma":[0.003027969,0.0004937817,0.0006115375,0.0003517257,0.0005516783,0.0004863245,0.000827091,0.0007923382,0.0003297614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133687,"about_ca_system_score_gemma":0.001717259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007072547,"about_ca_topic_score_gemma":0.01223353,"domain_scores_codex":[0.9990628,0.0004618062,0.00005875427,0.00009553764,0.000138403,0.0001827254],"domain_scores_gemma":[0.9976387,0.0006812647,0.000331829,0.0001319413,0.0002491271,0.0009671026],"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":[0.01275541,0.2670985,0.4056419,0.002358505,0.0005460599,0.00186645,0.05234718,0.0007923427,0.0160205,0.0002228219,0.001528304,0.238822],"study_design_scores_gemma":[0.004179593,0.2078996,0.7606823,0.0002061684,0.0005083414,0.0006259818,0.0194957,0.001187834,0.002732594,0.0001254662,0.002253243,0.0001031834],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999215,0.00002240717,0.00002460625,0.00003441428,0.000003033175,0.0003393218,0.00002905339,0.000005290475,0.0003269723],"genre_scores_gemma":[0.9985359,0.00007478522,0.0004905257,0.00007354123,0.000010402,0.0004511849,0.00003663045,0.00000151275,0.0003256099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007072547,"threshold_uncertainty_score":0.01406276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2003314912137706,"score_gpt":0.469159120466202,"score_spread":0.2688276292524314,"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."}}