{"id":"W4239178136","doi":"10.1136/sti.2005.018200","title":"Commentary","year":2006,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Traditional medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004348163,0.0001248568,0.0001655219,0.0001105856,0.000213164,0.000007338179,0.00003012198,0.00005404259,0.000422856],"category_scores_gemma":[0.000005731772,0.000112557,0.0001059922,0.0003033199,0.00007176834,0.00006072663,0.000006214006,0.0001625521,0.00007250876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003643337,"about_ca_system_score_gemma":0.00002707841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161274,"about_ca_topic_score_gemma":0.000859405,"domain_scores_codex":[0.9992671,0.00001858812,0.0002056504,0.0001663224,0.0001301162,0.0002122086],"domain_scores_gemma":[0.9996632,0.00002946443,0.00001744856,0.000159071,0.00007349098,0.00005730012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008190071,0.002431634,0.4300304,0.0001616393,0.0005568484,0.00006171696,0.0007772092,0.00009061647,0.01430619,0.004388369,0.5194965,0.02761698],"study_design_scores_gemma":[0.001292937,0.0004131488,0.5941801,0.0000229629,0.0002220639,0.00007459142,0.0002170345,0.00002045073,0.0007592486,0.0007251704,0.4018875,0.0001847208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049012,0.0005104551,0.003790556,0.01396015,0.0007729874,0.0003241849,0.00002759879,0.000518823,0.1751941],"genre_scores_gemma":[0.9956081,0.00005042766,0.0003082249,0.002302995,0.0003735315,0.00003717393,0.0001000387,0.00001939824,0.001200124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907069,"threshold_uncertainty_score":0.4629976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236297028712638,"score_gpt":0.2681085710437029,"score_spread":0.2557456007565765,"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."}}