{"id":"W4293261948","doi":"10.1097/gme.0000000000002024","title":"Immunization for midlife women","year":2022,"lang":"en","type":"review","venue":"Menopause The Journal of The North American Menopause Society","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vaccination; Immunization; Disease; Family medicine; Health care; Shingles; Preventive healthcare; Reimbursement; Public health; Immunology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001241813,0.0002634975,0.0003378958,0.0006822873,0.0005698174,0.0006272682,0.0003935527,0.001268667,0.02328577],"category_scores_gemma":[0.006095083,0.0001102393,0.0005013372,0.0004700912,0.0001962182,0.0007036733,0.0009950796,0.0009618028,0.00563611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549729,"about_ca_system_score_gemma":0.002880258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432923,"about_ca_topic_score_gemma":0.0061633,"domain_scores_codex":[0.9994766,0.0001792345,0.00006321173,0.00004062756,0.0001430378,0.00009715865],"domain_scores_gemma":[0.998539,0.0002665194,0.0003301354,0.00006164669,0.0004315558,0.0003712478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000891041,0.00008442806,0.008702967,0.003439465,0.00004137356,0.0002577525,0.00056344,0.00002142908,0.0005764161,0.00170512,0.3762631,0.6082553],"study_design_scores_gemma":[0.00004776993,0.0001815667,0.02340722,0.007160434,0.00006576533,0.000990135,0.0003883329,0.00002143281,0.0001572708,0.0009903819,0.96658,0.000009747253],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01608161,0.5167919,0.002531077,0.1958723,0.03067491,0.0009467056,0.006690226,0.0005997969,0.2298114],"genre_scores_gemma":[0.1510667,0.6408839,0.008630015,0.08688097,0.02570408,0.001847735,0.006524554,0.0001088112,0.07835329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02328577,"threshold_uncertainty_score":0.07789868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04931938047573291,"score_gpt":0.3574394548673602,"score_spread":0.3081200743916273,"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."}}