{"id":"W2104713497","doi":"10.1370/afm.1811","title":"Impact of Cervical Cancer Screening Guidelines on Screening for Chlamydia","year":2015,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Medicine; Cervical cancer screening; Chlamydia; Cervical cancer; Cancer screening; Cancer; Family medicine; Gynecology; Chlamydia trachomatis; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01760682,0.0003398604,0.0007103772,0.001208773,0.0009419812,0.001786871,0.00102542,0.00151231,0.003254697],"category_scores_gemma":[0.2135463,0.0003480485,0.002238614,0.002049828,0.0007586219,0.001482407,0.001871919,0.002292154,0.0002235591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003253368,"about_ca_system_score_gemma":0.007775323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06759501,"about_ca_topic_score_gemma":0.1186488,"domain_scores_codex":[0.9562356,0.02604656,0.002979247,0.00128944,0.01099124,0.002457817],"domain_scores_gemma":[0.825277,0.1057998,0.03882761,0.003681802,0.01654673,0.009867093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001047704,0.0009913127,0.8865202,0.0006212795,0.001316177,0.0003133814,0.0007182227,0.001727461,0.0001778138,0.0005783687,0.00597334,0.1000147],"study_design_scores_gemma":[0.00006486352,0.0005888226,0.9929142,0.000504181,0.0005483782,0.0001288645,0.0006022491,0.000906519,0.00009745928,0.0002383886,0.003380931,0.00002510959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193612,0.01444707,0.0005668896,0.03710651,0.000829756,0.0004349836,0.002397737,0.00007054298,0.02478534],"genre_scores_gemma":[0.993449,0.001806854,0.001019396,0.002456741,0.0002121531,0.00007027362,0.0004827128,0.00001388952,0.0004889474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06759501,"threshold_uncertainty_score":0.1344031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6394815885929216,"score_gpt":0.5575975392355568,"score_spread":0.08188404935736482,"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."}}