{"id":"W7138826303","doi":"","title":"Unity Sexual Health rapid testing, diagnostic and treatment service evaluation: study protocol","year":2020,"lang":"en","type":"other","venue":"Explore Bristol Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Reproductive health; Syphilis; Chlamydia; Test (biology); Asymptomatic; Service (business); Confidentiality; Service delivery framework; Protocol (science)","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":[0.02853844,0.003901416,0.00623592,0.002864897,0.004367101,0.004812296,0.003526963,0.004024815,0.1350488],"category_scores_gemma":[0.02195406,0.004304883,0.004157654,0.003681867,0.00296375,0.005019545,0.003064691,0.007104719,0.03101479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009914798,"about_ca_system_score_gemma":0.02947632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106842,"about_ca_topic_score_gemma":0.01678388,"domain_scores_codex":[0.9899864,0.004513637,0.001832641,0.001364125,0.00117972,0.001123499],"domain_scores_gemma":[0.9862036,0.003050132,0.002429724,0.00153514,0.004959193,0.001822208],"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":[0.2184439,0.05645877,0.02491138,0.09995049,0.002030501,0.001524663,0.008891774,0.007077989,0.002137493,0.02521881,0.3734886,0.1798656],"study_design_scores_gemma":[0.2390406,0.04289976,0.08463973,0.04676412,0.001361243,0.0007648985,0.008236081,0.0062369,0.002070495,0.01955283,0.5475826,0.0008506944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001646602,0.0002057962,0.001305911,0.0001757279,0.0001158332,0.9899724,0.004840381,0.0000536472,0.001683671],"genre_scores_gemma":[0.001476163,0.0001226739,0.001484752,0.0001704617,0.00002200009,0.9952717,0.000995968,0.000009083175,0.0004471721],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1350488,"threshold_uncertainty_score":0.4517831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.609591456430835,"score_gpt":0.5364323069087663,"score_spread":0.0731591495220687,"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."}}