{"id":"W4403464719","doi":"10.1002/ijc.35222","title":"Acceptability and validity of <scp>HPV</scp> self‐sampling for cervical cancer screening among women living in different ecological settings in <scp>India</scp>","year":2024,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Terry Fox Foundation","keywords":"Medicine; Embarrassment; Cervical cancer; Test (biology); Slum; Sampling (signal processing); Family medicine; Environmental health; Gerontology; Cancer; Psychology; Population; Social psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.005660545,0.0001936876,0.0002068668,0.0004654417,0.0005555599,0.0009116846,0.0005112601,0.0003655872,0.001090543],"category_scores_gemma":[0.01264806,0.0002108587,0.0005991283,0.0004835941,0.0005867067,0.000478513,0.0006052883,0.0005869035,0.0003724324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445096,"about_ca_system_score_gemma":0.0006608659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006206828,"about_ca_topic_score_gemma":0.0065294,"domain_scores_codex":[0.9934488,0.002971157,0.0005638179,0.0003689863,0.002317924,0.0003293477],"domain_scores_gemma":[0.9904607,0.003694475,0.002676759,0.0009521954,0.00181555,0.0004001801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462465,0.0003930664,0.9708368,0.0001619432,0.00006532444,0.0001066005,0.006091074,0.00009239929,0.001444053,0.0001029712,0.0003847296,0.02017484],"study_design_scores_gemma":[0.00001003654,0.001196405,0.9905004,0.0001005643,0.00004178695,0.0003537233,0.0044207,0.0005141047,0.001351604,0.00008984509,0.001398017,0.00002286633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998111,0.00005831475,0.0001664018,0.00009911957,0.000008771376,0.0001237534,0.0001214915,0.000006575461,0.001304385],"genre_scores_gemma":[0.9986665,0.0001104373,0.0004615574,0.00007783141,0.000009916731,0.0001053722,0.0001863355,0.000004512971,0.0003776353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006206828,"threshold_uncertainty_score":0.02993619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448775948892934,"score_gpt":0.3856787695229736,"score_spread":0.3411910100340442,"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."}}