{"id":"W2087972719","doi":"10.1016/j.ejogrb.2012.08.001","title":"Who defaults from colposcopy? A multi-centre, population-based, prospective cohort study of predictors of non-attendance for follow-up among women with low-grade abnormal cervical cytology","year":2012,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Niilo Helanderin Säätiö","keywords":"Medicine; Colposcopy; Referral; Obstetrics; Population; Cohort; Cervical screening; Odds ratio; Cohort study; Prospective cohort study; Multivariate analysis; Gynecology; Logistic regression; Cervical cancer; Family medicine; Cancer; 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":[0.0008915717,0.0003523798,0.0007052587,0.0006459441,0.001033104,0.001266725,0.0008959093,0.001635852,0.001482598],"category_scores_gemma":[0.00293083,0.0008405545,0.001029475,0.001173441,0.0005024821,0.001208917,0.0007093313,0.001973579,0.0003306012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426819,"about_ca_system_score_gemma":0.0005355605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856847,"about_ca_topic_score_gemma":0.01745394,"domain_scores_codex":[0.9992476,0.000188536,0.00007386125,0.0002116739,0.00009627757,0.0001822032],"domain_scores_gemma":[0.9978824,0.0003705597,0.0006505669,0.0002560215,0.0001919889,0.0006484503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454329,0.0001006564,0.9991087,0.000004362033,0.00005925904,0.00008122827,0.0001001373,0.00001072943,0.0001375918,0.000006328456,0.00004730815,0.0001981726],"study_design_scores_gemma":[0.000009611585,0.0001192624,0.9991987,0.000004253607,0.00004026004,0.0001150593,0.0003544077,0.00009256229,0.00001550983,0.00001039969,0.00003563323,0.000004332161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993767,0.0001435314,0.00002755892,0.00006171159,0.00001031442,0.000008420871,0.0002338287,0.000002226866,0.0001357164],"genre_scores_gemma":[0.9995097,0.00006526698,0.00002753513,0.0000394634,0.000009465164,0.000006809945,0.000205304,0.000001836905,0.000134617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856847,"threshold_uncertainty_score":0.03692079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597706028477251,"score_gpt":0.2884288664622788,"score_spread":0.2724518061775063,"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."}}