{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001515063,0.0002424511,0.001125017,0.0003957893,0.0001058088,0.000004932569,0.0002055159,0.0001450252,0.0000843962],"category_scores_gemma":[0.003822113,0.000170704,0.0001045568,0.0004746801,0.0005776754,0.0001169156,0.000099307,0.0005418317,0.000001183697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172122,"about_ca_system_score_gemma":0.0001801427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007968788,"about_ca_topic_score_gemma":0.00005779689,"domain_scores_codex":[0.9970655,0.0007373274,0.0009013746,0.0005198516,0.0002497095,0.0005262533],"domain_scores_gemma":[0.9955488,0.001699,0.0008723984,0.0003507819,0.001231182,0.0002978287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005867298,0.002239087,0.9853643,0.0001122121,0.0009518613,0.00004853705,0.003242188,0.00003049617,0.0004795636,0.0000115768,0.00003016171,0.001622753],"study_design_scores_gemma":[0.01420111,0.01074469,0.9720457,0.00003403545,0.0002940194,0.00002855436,0.001565948,0.00004522054,0.0008097829,0.00001534502,0.00007134269,0.0001442674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955339,0.0009965692,0.0006024192,0.00008849229,0.001128415,0.001472799,0.00005786485,0.000008715477,0.0001107785],"genre_scores_gemma":[0.998507,0.00005853026,0.0008671226,0.00004190821,0.0003784754,0.0000273588,0.00002424923,0.00003433825,0.0000610519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331858,"threshold_uncertainty_score":0.6961107,"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."}}