{"id":"W4381716366","doi":"10.1002/cncr.34899","title":"The time has come to implement primary human papillomavirus screening for cervical cancer in the United States","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Human papillomavirus; Cervical cancer; Marshalling; Cervical cancer screening; Primary prevention; Family medicine; Public health; HPV vaccines; Cancer; Gynecology; Nursing; HPV infection; Pathology; Internal medicine; Disease","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":[0.01075181,0.0003836312,0.0003445456,0.0006317364,0.002410227,0.004432686,0.0009340036,0.002561888,0.02921712],"category_scores_gemma":[0.02209409,0.0003103136,0.0006994225,0.0007740455,0.00153485,0.002069952,0.003445457,0.005982564,0.003138901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004807423,"about_ca_system_score_gemma":0.0299134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05807815,"about_ca_topic_score_gemma":0.05712707,"domain_scores_codex":[0.9934464,0.001940472,0.0004213605,0.0004995124,0.002203129,0.001489103],"domain_scores_gemma":[0.9739072,0.004166934,0.001810247,0.001096766,0.007717343,0.01130157],"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":[0.0002395024,0.0006364945,0.02423258,0.001039002,0.00007550783,0.0001786643,0.001206731,0.0003977433,0.001488914,0.0175499,0.465804,0.4871509],"study_design_scores_gemma":[0.00009203158,0.000785955,0.06268261,0.002003268,0.00007305892,0.0001903728,0.004707139,0.0002443624,0.001322193,0.00305117,0.924789,0.00005876067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03558996,0.02408708,0.003706148,0.82313,0.0233281,0.0002191687,0.001161385,0.0005660977,0.08821212],"genre_scores_gemma":[0.5045643,0.04833842,0.02170821,0.3415179,0.007028723,0.0004060333,0.00303967,0.0003406219,0.07305613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05807815,"threshold_uncertainty_score":0.1154802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404821323590101,"score_gpt":0.4441869660409776,"score_spread":0.3037048336819675,"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."}}