{"id":"W4200626233","doi":"10.2196/preprints.35093","title":"Family-Centered Sexual Health Intervention to Promote Cervical Cancer Screening Uptake Among Low-income Rural Women in India: A Community-Based Protocol study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Rural area; Reproductive health; Family medicine; Papanicolaou stain; Gynecology; Cancer; Environmental health; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004763243,0.0008360907,0.001180455,0.0008153882,0.002855005,0.0008906845,0.001498971,0.001594557,0.01707047],"category_scores_gemma":[0.004376006,0.0009067022,0.001505822,0.0007443818,0.0007930411,0.0009835806,0.001184715,0.001950611,0.00132184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144991,"about_ca_system_score_gemma":0.01346932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009065003,"about_ca_topic_score_gemma":0.01435702,"domain_scores_codex":[0.9982281,0.0007454934,0.0001896914,0.0001997525,0.0001562083,0.0004807455],"domain_scores_gemma":[0.9979063,0.0004692853,0.0002758731,0.0001748683,0.000430884,0.0007428419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09785261,0.459733,0.06600857,0.02053696,0.001459381,0.002281905,0.03395308,0.00190565,0.006218039,0.002525228,0.02729289,0.2802326],"study_design_scores_gemma":[0.3554806,0.3230349,0.2499344,0.003956404,0.001784495,0.0004637775,0.02948686,0.002080012,0.002715875,0.001840279,0.02887584,0.0003465417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7618914,0.0002885985,0.000942215,0.001231698,0.000228994,0.229615,0.002355579,0.0001008874,0.003345648],"genre_scores_gemma":[0.445996,0.0006565136,0.01028017,0.003236394,0.0001129122,0.5339908,0.001054914,0.0000139554,0.004658323],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01707047,"threshold_uncertainty_score":0.05710644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08061654876057088,"score_gpt":0.4197982765533847,"score_spread":0.3391817277928138,"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."}}