{"id":"W1964197933","doi":"10.1002/cncr.28919","title":"Cutting cervical cancer: Organizations and researchers strive to improve screening, prevention","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Colposcopy; Obstetrics and gynaecology; Family medicine; Task force; Worry; Pelvic examination; Gynecology; Obstetrics; Cancer; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1037515,0.00268152,0.004143569,0.008693458,0.01250949,0.03808835,0.005271373,0.03755436,0.01439464],"category_scores_gemma":[0.1724456,0.002144667,0.002928383,0.01011277,0.01776125,0.03470265,0.01871142,0.02921813,0.005451554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459747,"about_ca_system_score_gemma":0.07079685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234066,"about_ca_topic_score_gemma":0.0178727,"domain_scores_codex":[0.9002041,0.05278681,0.00520075,0.005620909,0.02718377,0.009003619],"domain_scores_gemma":[0.7896155,0.1031344,0.01319809,0.01188384,0.04668518,0.035483],"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":[0.0001156104,0.0004225108,0.006092856,0.00328677,0.0004027572,0.0001521126,0.005255988,0.0001757517,0.0001836573,0.02855386,0.6534637,0.3018943],"study_design_scores_gemma":[0.000553005,0.000774047,0.007244976,0.02017123,0.0004766874,0.0003718773,0.02438801,0.0004445206,0.0004608318,0.1012311,0.8436354,0.0002482307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009996678,0.07787446,0.0007740626,0.9024898,0.0141105,0.00008170898,0.00006102311,0.00009951975,0.003509254],"genre_scores_gemma":[0.02749844,0.14582,0.009529186,0.7882668,0.02422957,0.0004290404,0.0002318558,0.0001709765,0.003824032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1037515,"threshold_uncertainty_score":0.5486968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692106779433886,"score_gpt":0.4158679322393001,"score_spread":0.3589468644449612,"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."}}