{"id":"W3005401170","doi":"10.7717/peerj.8516","title":"HPV vaccination and sexual behaviour in healthcare seeking young women in Luxembourg","year":2020,"lang":"en","type":"article","venue":"PeerJ","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds National de la Recherche Luxembourg","keywords":"Vaccination; Medicine; Demography; Cohort; Reproductive health; Logistic regression; Gynecology; Population; Environmental health; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005411472,0.0002026379,0.0002558454,0.0007663055,0.0002969273,0.0005383018,0.0002001325,0.0004129928,0.004450766],"category_scores_gemma":[0.001396628,0.0002183463,0.0003662869,0.0009352401,0.0003397065,0.0003936583,0.000395592,0.0002852635,0.0002847114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571919,"about_ca_system_score_gemma":0.0004756139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03041399,"about_ca_topic_score_gemma":0.02491987,"domain_scores_codex":[0.9996424,0.0001468652,0.00002368691,0.00004994835,0.00003601146,0.0001011176],"domain_scores_gemma":[0.9995393,0.0001356406,0.0002098874,0.00001260092,0.00002904356,0.00007361022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006513198,0.00003732265,0.9954864,0.00004805504,0.0000214109,0.0001459713,0.0009424145,0.00002915562,0.0001508307,0.00002496348,0.0001183366,0.002930056],"study_design_scores_gemma":[0.000008250002,0.0001354915,0.99847,0.00002942073,0.000009036226,0.0001151002,0.0009855676,0.00005153469,0.00001286445,0.00001356417,0.0001671593,0.00000206336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990999,0.0003982018,0.00002046268,0.0001068846,0.000003416495,0.00001044223,0.0001376982,0.000001521669,0.000221505],"genre_scores_gemma":[0.9993081,0.0002137033,0.00004376946,0.00004297047,0.00000536056,0.00001598519,0.0001207115,8.08478e-7,0.0002485538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03041399,"threshold_uncertainty_score":0.06047392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293319320255051,"score_gpt":0.3582903792271258,"score_spread":0.3153571860245752,"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."}}