{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003662004,0.0001162025,0.0004595274,0.000235058,0.00008623968,0.00001631272,0.0002329579,0.0001673365,0.000398485],"category_scores_gemma":[0.0009323175,0.00007879783,0.000199829,0.0003139435,0.00006299231,0.0001913271,0.00005218046,0.0007350757,5.621179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639376,"about_ca_system_score_gemma":0.0002015065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006864468,"about_ca_topic_score_gemma":0.005139289,"domain_scores_codex":[0.996841,0.0001217969,0.0008914937,0.000109783,0.001694123,0.000341774],"domain_scores_gemma":[0.9981539,0.0007502883,0.0004272158,0.0001421437,0.0002787875,0.0002476254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005961725,0.0007391661,0.2200444,0.001145065,0.0002958406,0.00001914396,0.00531369,0.0001352965,0.006451034,0.000830841,0.00002620045,0.7590376],"study_design_scores_gemma":[0.007455748,0.001392196,0.9837992,0.0005239964,0.0002353242,0.00004618537,0.001758201,0.001017865,0.001949146,0.0002399399,0.001465579,0.0001166048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800918,0.0009031236,0.01745207,0.0007400825,0.0002366671,0.0003698079,0.000003277923,0.000008848921,0.0001943305],"genre_scores_gemma":[0.9939384,0.00005158237,0.00446362,0.00008107669,0.001429588,0.000007025929,0.000005457049,0.00001588071,0.000007343063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7637548,"threshold_uncertainty_score":0.9997489,"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."}}