{"id":"W2319483327","doi":"10.1136/sextrans-2011-050108.173","title":"P1-S4.29 Synthesis of evidence on implementation research on point-of-care syphilis tests: a systematic review","year":2011,"lang":"en","type":"review","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of Saskatchewan; Université de Montréal; Queen's University; McGill University","funders":"","keywords":"Medicine; Context (archaeology); CLARITY; Randomized controlled trial; Family medicine; Point-of-care testing; Rubric; Syphilis; MEDLINE; Surgery; Pathology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001681698,0.0006633273,0.004220019,0.001334792,0.0001828509,0.00002084976,0.0003282931,0.0003457959,0.0007431846],"category_scores_gemma":[0.002109159,0.0004278446,0.001156955,0.001919025,0.0001823284,0.0001268333,0.00003491643,0.0007654369,0.0001716319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006206068,"about_ca_system_score_gemma":0.0008069797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003863169,"about_ca_topic_score_gemma":0.0001993351,"domain_scores_codex":[0.9938778,0.001597118,0.002252918,0.0007874454,0.001018105,0.0004666707],"domain_scores_gemma":[0.9898856,0.006559523,0.0008450462,0.001560031,0.0009424535,0.0002073593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002022117,0.001412643,0.00008014119,0.8294984,0.001365181,0.00001179132,0.0003692776,1.319286e-7,0.000001007195,0.0005162491,0.0004776676,0.1662474],"study_design_scores_gemma":[0.0003702054,0.00499738,0.0002038629,0.960285,0.01617382,0.00007127074,0.0004603385,1.780809e-7,0.00009124745,0.00002306176,0.01700616,0.0003174598],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007250329,0.9864443,0.000009575667,0.0002081756,0.00016206,0.01072958,0.0003279046,0.00008583836,0.001960052],"genre_scores_gemma":[0.004325621,0.9884035,0.00005189656,0.0000994528,0.00007887455,0.006654316,0.0002130671,0.0001116471,0.00006161167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1659299,"threshold_uncertainty_score":0.9998173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2695332510540295,"score_gpt":0.4843656562425028,"score_spread":0.2148324051884733,"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."}}