{"id":"W2323973286","doi":"10.1136/sti.2010.046771","title":"Reaching for the STARHS","year":2010,"lang":"en","type":"letter","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Seroconversion; Cohort; Human immunodeficiency virus (HIV); Attrition; Family medicine; Demography; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003853912,0.0008509827,0.0007661588,0.0005438985,0.004645774,0.003601652,0.001496025,0.04698004,0.01501433],"category_scores_gemma":[0.02404969,0.0005180896,0.001378681,0.0003450513,0.002676097,0.005976371,0.002791901,0.04120998,0.01261662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003825385,"about_ca_system_score_gemma":0.006030023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117847,"about_ca_topic_score_gemma":0.007533232,"domain_scores_codex":[0.9962,0.001140826,0.0003305169,0.0006097687,0.001107203,0.0006117251],"domain_scores_gemma":[0.9944219,0.00210566,0.0002997089,0.0002749533,0.0009858295,0.001912048],"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":[0.00003605818,0.00007423219,0.0005189613,0.00005371547,0.00000647268,0.001744534,0.0001802823,0.00003182178,0.0002724155,0.004240606,0.9786986,0.01414239],"study_design_scores_gemma":[0.00005951454,0.000129476,0.0009830418,0.0003049891,0.00001023741,0.00315467,0.0006197712,0.000264273,0.0002103035,0.006806699,0.9874172,0.00003995606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004663117,0.0009922343,0.0002234738,0.9735088,0.02090135,0.00002961181,0.00002266105,0.00003590698,0.003819697],"genre_scores_gemma":[0.002231432,0.0007655289,0.0003650255,0.9744859,0.0109727,0.00005104375,0.00001922783,0.00001641292,0.0110927],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04698004,"threshold_uncertainty_score":0.05022788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285332857546256,"score_gpt":0.3277521094056703,"score_spread":0.2992188236510447,"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."}}