{"id":"W2111266703","doi":"10.1136/ebm.2011.100238","title":"Review: excisional, and perhaps ablative treatments for precancerous cervical changes increase the risk for preterm birth","year":2011,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Gynecology; Cervical intraepithelial neoplasia; Electrosurgery; Ablative case; Pregnancy; Cryotherapy; Web of science; Obstetrics; Surgery; Internal medicine; Cancer; Cervical cancer; Meta-analysis; Radiation therapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004112381,0.00168511,0.00671831,0.003807356,0.0008967103,0.002680724,0.003763193,0.006692572,0.02501292],"category_scores_gemma":[0.03446557,0.0008792636,0.004662172,0.006583401,0.0009118632,0.002917217,0.0009748014,0.003582753,0.004093196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392282,"about_ca_system_score_gemma":0.008109824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771261,"about_ca_topic_score_gemma":0.02994834,"domain_scores_codex":[0.9953443,0.001563325,0.0007444266,0.0004690414,0.001680674,0.0001982639],"domain_scores_gemma":[0.9777134,0.01343103,0.003033551,0.0002662386,0.005167934,0.0003879031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000418077,0.00001749179,0.0005046329,0.2492724,0.003486413,0.0003807251,0.0001418148,0.0001724263,0.0001806177,0.0008568767,0.6862455,0.05832295],"study_design_scores_gemma":[0.0008854626,0.0002191341,0.005303608,0.4262984,0.01663066,0.0009997931,0.0003293653,0.0001984212,0.0003390046,0.003446769,0.5452018,0.0001475132],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0002977756,0.9161065,0.0002140426,0.054102,0.02350021,0.00021875,0.002304245,0.00005715378,0.00319936],"genre_scores_gemma":[0.008247888,0.8713501,0.0004255704,0.09130934,0.02178773,0.0004272221,0.00108794,0.00005947193,0.005304718],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02501292,"threshold_uncertainty_score":0.08367652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430056915494372,"score_gpt":0.3871193426307789,"score_spread":0.2441136510813416,"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."}}