{"id":"W2888330848","doi":"10.1097/ogx.0000000000000578","title":"Validation of a New HPV Self-Sampling Device for Cervical Cancer Screening: The Cervical and Self-Sample in Screening (CASSIS) Study","year":2018,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Cervical cancer; Human papillomavirus; Sampling (signal processing); Cervical cancer screening; Gynecology; Test (biology); Obstetrics; Cancer; Oncology; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02897438,0.001267751,0.0007667351,0.000691587,0.001058381,0.001555587,0.001045989,0.001350159,0.001790127],"category_scores_gemma":[0.02230268,0.0006979862,0.001349693,0.0005136822,0.001562411,0.0008409246,0.001146183,0.001421743,0.001004317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008584981,"about_ca_system_score_gemma":0.002037753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037734,"about_ca_topic_score_gemma":0.005067263,"domain_scores_codex":[0.9868768,0.007409552,0.0009614344,0.001211822,0.003199224,0.0003412137],"domain_scores_gemma":[0.9841872,0.006182707,0.002039932,0.002838952,0.003782035,0.0009690567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01891233,0.01708498,0.8995833,0.0004790779,0.001685033,0.0001546545,0.00433664,0.000656787,0.01411791,0.0009770225,0.003089289,0.03892291],"study_design_scores_gemma":[0.00575474,0.1104178,0.8458545,0.000187496,0.002119239,0.0006611213,0.002093968,0.00336017,0.01396273,0.0003688027,0.0151058,0.0001136124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896276,0.0002881089,0.003017989,0.0001786745,0.0002396188,0.003148315,0.001130888,0.00004444583,0.002324381],"genre_scores_gemma":[0.9819749,0.0003130692,0.007483012,0.000588968,0.000149584,0.003717429,0.003354914,0.00006442441,0.002353662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02897438,"threshold_uncertainty_score":0.153233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891431059312039,"score_gpt":0.4130624129774773,"score_spread":0.2239193070462734,"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."}}