{"id":"W7161790629","doi":"10.82308/17678","title":"HPV knowledge and self-sampling for the detection of HPV-DNA among Inuit women in Nunavik, Quebec","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Comparability; Human papillomavirus; Sampling (signal processing); HPV infection; Cancer; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005621767,0.000210881,0.0001981379,0.0004436232,0.002037769,0.0007437457,0.0006857155,0.0002581314,0.002055538],"category_scores_gemma":[0.002001841,0.0001570614,0.0001882113,0.0008350175,0.0004431162,0.0002546692,0.0003322021,0.0004191765,0.0001847696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176242,"about_ca_system_score_gemma":0.006408486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986139,"about_ca_topic_score_gemma":0.991729,"domain_scores_codex":[0.9995752,0.00008200556,0.0000199294,0.00006161328,0.0001142769,0.0001469608],"domain_scores_gemma":[0.9991267,0.0001274969,0.0001561933,0.00002579975,0.000338607,0.000225185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008251739,0.0002425485,0.9815758,0.0000443275,0.00003814676,0.0001297384,0.007966825,0.0001236026,0.0007005227,0.00008555073,0.0009723991,0.008037993],"study_design_scores_gemma":[0.000007217523,0.0000645965,0.9934945,0.00003191185,0.00001767722,0.00003354081,0.005100345,0.0004784614,0.0001003142,0.00002007778,0.0006428336,0.000008583405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981976,0.0001306691,0.00005029933,0.0001684785,0.000004208632,0.00003733272,0.0002931751,0.000002016332,0.001116245],"genre_scores_gemma":[0.9983133,0.000136472,0.00008028253,0.00005961473,0.000001695016,0.00001834205,0.0001573379,0.000001290294,0.00123158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013861,"threshold_uncertainty_score":0.08534276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355425538389712,"score_gpt":0.3439824474604114,"score_spread":0.3104281920765143,"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."}}