{"id":"W2134564320","doi":"10.1309/ajcptgd94evrsjcg","title":"American Cancer Society, American Society for Colposcopy and Cervical Pathology, and American Society for Clinical Pathology Screening Guidelines for the Prevention and Early Detection of Cervical Cancer","year":2012,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":791,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Colposcopy; Medicine; Cervical cancer; Guideline; Gynecology; Cancer screening; Cervical screening; Cervical cancer screening; Cancer; Pathology; Obstetrics; Family medicine; 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":[0.007163796,0.0009870238,0.00172597,0.00881392,0.001237273,0.001563114,0.002187807,0.003126564,0.01863937],"category_scores_gemma":[0.02050511,0.0007505875,0.00241184,0.009305963,0.0009187572,0.001234888,0.001860773,0.006831557,0.007771177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005078408,"about_ca_system_score_gemma":0.02385342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06437085,"about_ca_topic_score_gemma":0.1116993,"domain_scores_codex":[0.9933936,0.00182435,0.001031407,0.0003127666,0.003064345,0.0003733749],"domain_scores_gemma":[0.9701198,0.003736242,0.002529789,0.0006984632,0.02122323,0.001692504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004274205,0.00009028295,0.003045941,0.001801517,0.0001042986,0.0001204422,0.00009709327,0.0002751623,0.0002025312,0.001411972,0.8597838,0.1330242],"study_design_scores_gemma":[0.0000886194,0.00006690498,0.01687846,0.003557584,0.0001936211,0.0006476783,0.000172872,0.0002238207,0.0001157675,0.001969064,0.9760388,0.00004674072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005670997,0.3346021,0.0238643,0.294311,0.04337803,0.01208199,0.06273934,0.002403968,0.2209482],"genre_scores_gemma":[0.03677786,0.4547148,0.1400177,0.08832329,0.009722278,0.02177893,0.1225007,0.0007010372,0.1254635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06437085,"threshold_uncertainty_score":0.1279923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2051983694541755,"score_gpt":0.5360812413571028,"score_spread":0.3308828719029273,"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."}}