{"id":"W7097670342","doi":"","title":"GYNAECOLOGY GYNAECOLOGY The Acceptability of HPV Vaccination","year":2010,"lang":"en","type":"article","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Vaccination; HPV vaccines; HPV infection; Human papillomavirus; Cohort; Qualitative research; Cervical screening","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"design_other","genre":"other","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":[0.001324687,0.0001404619,0.0002538012,0.0005295254,0.0007769075,0.0009494563,0.0004009037,0.0005233792,0.0469286],"category_scores_gemma":[0.01347247,0.0001837471,0.0003855957,0.0006445306,0.0005506124,0.0002816289,0.0008534888,0.0007422246,0.003747576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754401,"about_ca_system_score_gemma":0.004070447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03068732,"about_ca_topic_score_gemma":0.03056168,"domain_scores_codex":[0.9981116,0.0008172836,0.0001202662,0.00008833892,0.0004714882,0.0003909527],"domain_scores_gemma":[0.9952934,0.002149215,0.0006980543,0.0001966301,0.0007658865,0.0008967657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006173386,0.0002680424,0.5913357,0.001424913,0.0001136621,0.003773494,0.004314622,0.00045913,0.00293403,0.001731671,0.03210615,0.3609213],"study_design_scores_gemma":[0.0001023364,0.000714157,0.853669,0.00131808,0.0000560216,0.009933331,0.009223854,0.0002062893,0.0007390911,0.0004740956,0.1235116,0.00005209224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.661395,0.0240064,0.001116584,0.01751434,0.001408844,0.0004218379,0.002753065,0.000149643,0.2912343],"genre_scores_gemma":[0.9777335,0.005802969,0.0008028242,0.002007096,0.0002572258,0.00007857416,0.0004636068,0.00002655843,0.01282761],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0469286,"threshold_uncertainty_score":0.1569918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021180534007002,"score_gpt":0.350899048294514,"score_spread":0.329718514287512,"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."}}