{"id":"W2146166704","doi":"10.1136/sti.2007.029306","title":"Depression associated with sexually transmitted infection in Canada","year":2008,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Medicine; Fauna; Depression (economics); Gynecology; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004211108,0.00047112,0.000551279,0.0007463614,0.0009043477,0.00002412125,0.0002260217,0.0003913569,0.000939402],"category_scores_gemma":[0.000343685,0.0004291815,0.0001027758,0.002256631,0.0003821028,0.0004915923,0.00002588188,0.00162736,0.0001202114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142713,"about_ca_system_score_gemma":0.003205211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7684541,"about_ca_topic_score_gemma":0.946242,"domain_scores_codex":[0.9964773,0.0007564324,0.0006826472,0.0008861616,0.0002432436,0.0009542012],"domain_scores_gemma":[0.9980717,0.0006451174,0.0001594845,0.0005951366,0.0004285072,0.0001001041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219513,0.001549838,0.9534315,0.00002768238,0.0005548707,0.00009169969,0.0007792327,0.002273609,0.03596225,0.00005196982,0.001207157,0.003848272],"study_design_scores_gemma":[0.003412866,0.000628303,0.9768559,0.00007827173,0.00007028917,0.0007071148,0.0001350642,0.00005045926,0.01194909,0.00005194434,0.005501677,0.0005590611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901288,0.0003076004,0.002785627,0.0002397985,0.0007708505,0.0009393395,0.00006774649,0.000375888,0.004384345],"genre_scores_gemma":[0.9973341,0.0001925412,0.00003207174,0.0001171504,0.00004283378,0.0002893144,0.000342424,0.00007513312,0.001574481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1777878,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635336855686541,"score_gpt":0.2512289642900239,"score_spread":0.2348755957331585,"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."}}