{"id":"W2897120422","doi":"10.1186/s12905-020-01168-2","title":"Understanding the role of oncogenic human papillomavirus (HPV) status on adherence behaviors among women with abnormal cervical cytology","year":2021,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Princess Margaret Cancer Foundation","keywords":"Colposcopy; Psychosocial; Medicine; Human papillomavirus; Gynecology; Cervical screening; Prospective cohort study; Obstetrics; Cervical intraepithelial neoplasia; Cervical cancer; Family medicine; Internal medicine; Cancer; Psychiatry","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":[0.001099342,0.0001179103,0.0001484419,0.0003933597,0.0002629245,0.0005309689,0.0003198021,0.0004147635,0.001516778],"category_scores_gemma":[0.004324253,0.0001205856,0.0002218513,0.0004063706,0.0002113795,0.0005090747,0.0003427993,0.0004830633,0.0001040933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005219108,"about_ca_system_score_gemma":0.0007952099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02568662,"about_ca_topic_score_gemma":0.04036763,"domain_scores_codex":[0.999617,0.0001302657,0.00003041396,0.000039127,0.00009098369,0.0000922008],"domain_scores_gemma":[0.9982863,0.0007259622,0.0005680022,0.00004209992,0.0001899235,0.0001877223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002937232,0.00006345941,0.9956679,0.00002037517,0.00001158058,0.00001827845,0.0002961669,0.00001814173,0.0001025385,0.00001353657,0.00003717162,0.0037215],"study_design_scores_gemma":[8.741987e-7,0.00004883519,0.9993382,0.00001320615,0.000007451737,0.00002818714,0.0003954885,0.00007476177,0.00001537387,0.00001050791,0.00006649653,5.432928e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986125,0.0005113521,0.00003197893,0.000255115,0.000002201111,0.000007993077,0.00005338513,6.409227e-7,0.0005248935],"genre_scores_gemma":[0.9994448,0.0003054374,0.00004575022,0.00004388078,0.000004935618,0.000005448319,0.00004310807,1.971639e-7,0.0001064792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02568662,"threshold_uncertainty_score":0.05107421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337955430797097,"score_gpt":0.3665976010038613,"score_spread":0.2732180466958903,"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."}}