{"id":"W2100519809","doi":"10.1258/jms.2012.012011","title":"Dry self-sampling versus provider-sampling of cervicovaginal specimens for human papillomavirus detection in the Inuit population of Nunavik, Quebec","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Human papillomavirus; Medicine; Population; Sampling (signal processing); Environmental health; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001152231,0.0002750674,0.0002301141,0.0004142231,0.001172921,0.0007354061,0.000846252,0.0002602095,0.001506425],"category_scores_gemma":[0.004237656,0.0001707013,0.0001519926,0.0006962738,0.0005629425,0.0003145924,0.0003977483,0.0002356376,0.0001535538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006064017,"about_ca_system_score_gemma":0.003309461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9314236,"about_ca_topic_score_gemma":0.9558861,"domain_scores_codex":[0.9990147,0.0002587041,0.00004250515,0.0001722311,0.0003161884,0.0001956132],"domain_scores_gemma":[0.9984536,0.0002640371,0.000380919,0.00007049251,0.0005445097,0.0002864828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002778508,0.0001242658,0.9888822,0.00005114595,0.00005651114,0.0001010199,0.002164886,0.00009718551,0.001721016,0.00004420673,0.0003793266,0.006100233],"study_design_scores_gemma":[0.00001704672,0.0002056755,0.9963822,0.00002138091,0.0000292704,0.00006962544,0.00201952,0.0006112102,0.0002865619,0.000009774146,0.000340616,0.00000698498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987214,0.0001467142,0.0001506311,0.00005398101,0.000005282297,0.00005894686,0.0002236885,0.000003651732,0.000635798],"genre_scores_gemma":[0.9992319,0.00005597863,0.0001341228,0.0000419892,0.000002029833,0.00001794997,0.0001520691,0.0000020856,0.0003617051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0685764,"threshold_uncertainty_score":0.1379604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247804745293248,"score_gpt":0.4251157626271619,"score_spread":0.300335288097837,"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."}}