{"id":"W1633366357","doi":"10.1016/j.whi.2015.04.002","title":"Long-Term Worries after Colposcopy: Which Women Are at Increased Risk?","year":2015,"lang":"en","type":"article","venue":"Women s Health Issues","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Medical Research Council; Niilo Helanderin Säätiö; University of Aberdeen","keywords":"Colposcopy; Medicine; Fertility; Cervical cancer; Anxiety; Obstetrics; Gynecology; Logistic regression; Fertility preservation; Demography; Cancer; Population; Psychiatry; Environmental health; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001298643,0.0002461433,0.0007172258,0.0001748514,0.0001753748,0.00006067966,0.0001687053,0.0001275622,0.009185201],"category_scores_gemma":[0.000345428,0.0002045913,0.00004503649,0.0005012191,0.0001343592,0.0001056839,0.0002031053,0.0004169164,0.0007681193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068443,"about_ca_system_score_gemma":0.0009851709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402069,"about_ca_topic_score_gemma":0.001793399,"domain_scores_codex":[0.9967268,0.0002478753,0.0004308141,0.0004660327,0.0008772386,0.001251252],"domain_scores_gemma":[0.9965044,0.00008644658,0.0001496984,0.0005802842,0.0004541453,0.002225068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007917916,0.0002721675,0.9458874,0.001282414,0.00008087744,0.0001004587,0.02471426,4.308301e-7,0.000008639512,0.00001066123,0.01028609,0.009438673],"study_design_scores_gemma":[0.003679717,0.001711794,0.9265075,0.0001226517,0.00001400633,0.00001545416,0.002865019,0.00001306417,0.0001352064,0.000184529,0.06451905,0.0002320137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982294,0.007817017,0.000003921102,0.005408984,0.0001782719,0.0007782488,0.00007711528,0.0001425888,0.003299905],"genre_scores_gemma":[0.9862653,0.001227962,0.0001366788,0.003697157,0.0006685642,0.0007156013,0.00004745552,0.00005256603,0.007188694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05423296,"threshold_uncertainty_score":0.9917206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304723047509648,"score_gpt":0.3877219199391134,"score_spread":0.3446746894640169,"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."}}