{"id":"W4401643767","doi":"10.1097/olq.0000000000002024","title":"On the 50th Anniversary of STD","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Virology; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001571972,0.0001298537,0.0001421307,0.0001824282,0.0001294471,0.00002091112,0.0002208148,0.00007646808,0.002320041],"category_scores_gemma":[0.0001566788,0.00008247146,0.0001182849,0.0003812065,0.0004158994,0.00009707222,0.00001859346,0.000309094,0.0006816015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002436613,"about_ca_system_score_gemma":0.0001733026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004698222,"about_ca_topic_score_gemma":0.000002969387,"domain_scores_codex":[0.9989671,0.0002483953,0.0001611874,0.0003213336,0.00007379372,0.0002282475],"domain_scores_gemma":[0.9985635,0.0009363576,0.00001943114,0.000381656,0.00007624012,0.0000228274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001456985,0.002802312,0.004824768,0.0005613414,0.003173482,0.0001257645,0.002718228,0.0001887598,0.645108,0.1615411,0.0873679,0.09013131],"study_design_scores_gemma":[0.003612165,0.004921921,0.3316996,0.0007980653,0.001191354,0.000169527,0.004926022,0.000105438,0.3380646,0.03862497,0.2744132,0.001473203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979302,0.01135706,0.0003513524,0.001781014,0.000567223,0.0003855942,0.0003258759,0.0002080147,0.005721801],"genre_scores_gemma":[0.9965439,0.0000984603,0.000004230521,0.00009531424,0.00003320697,0.00002913696,0.00006352102,0.00001824003,0.003114007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3268748,"threshold_uncertainty_score":0.998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156343028350457,"score_gpt":0.2770005085380545,"score_spread":0.2613662057030088,"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."}}