{"id":"W1998119861","doi":"10.1016/s1470-2045(00)00192-3","title":"Cervical-cancer screening beyond the year 2000","year":2001,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Cervical cancer; Medicine; Cervical cancer screening; Human papillomavirus; Cytology; Cancer screening; Disease; Cancer; Cervical screening; Gynecology; Obstetrics; Oncology; Internal medicine; Pathology","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":[0.001715914,0.0003461074,0.0004770156,0.001424654,0.0006570112,0.001309158,0.0004975954,0.004357623,0.008259141],"category_scores_gemma":[0.01111446,0.0002245165,0.0005363837,0.00155894,0.0004616508,0.00250524,0.001134738,0.002509148,0.0006995102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003549882,"about_ca_system_score_gemma":0.008659147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06643014,"about_ca_topic_score_gemma":0.1165548,"domain_scores_codex":[0.9989195,0.0001746949,0.00006276705,0.0001327066,0.0002189956,0.0004914202],"domain_scores_gemma":[0.995087,0.001100324,0.0006762558,0.0001170302,0.001029284,0.001990145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003514665,0.0006840367,0.1075957,0.003185438,0.0001462847,0.001475081,0.001468807,0.001401227,0.003623926,0.02157674,0.3041685,0.5511597],"study_design_scores_gemma":[0.0002040674,0.0006983048,0.3565771,0.005515508,0.0003455676,0.001667856,0.0009385246,0.0008280831,0.001561521,0.005220482,0.6263611,0.00008186499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1921791,0.1804341,0.002640009,0.4219463,0.02349857,0.0002225828,0.02031524,0.0004735878,0.1582905],"genre_scores_gemma":[0.701196,0.1045064,0.001905605,0.113304,0.007793647,0.0001669185,0.01111526,0.00007326154,0.05993895],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06643014,"threshold_uncertainty_score":0.132087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133289028550536,"score_gpt":0.4230474455792471,"score_spread":0.3097185427241935,"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."}}