{"id":"W4402723349","doi":"10.1503/cmaj.231688-f","title":"Vaginose bactérienne","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Computer science; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002397436,0.0004255404,0.0004952269,0.0008869269,0.001058349,0.001130875,0.0002956472,0.001590895,0.02342131],"category_scores_gemma":[0.001674023,0.0001961385,0.0002955139,0.0006743309,0.0006192913,0.0005026229,0.0004608789,0.002586911,0.005584904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009211,"about_ca_system_score_gemma":0.0009049079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453869,"about_ca_topic_score_gemma":0.01050056,"domain_scores_codex":[0.9996014,0.00005943569,0.00001895061,0.00007531331,0.0001260495,0.0001187837],"domain_scores_gemma":[0.9996955,0.00007920045,0.00006294113,0.00002169755,0.0000521967,0.00008841965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001246705,0.0005659108,0.04633057,0.001936325,0.0001468908,0.2862303,0.0008392212,0.000207065,0.02272565,0.01703796,0.1412843,0.481449],"study_design_scores_gemma":[0.0001063648,0.0003877174,0.06134435,0.001310626,0.0000683734,0.490385,0.0006108369,0.0002245255,0.003305751,0.002717733,0.4394656,0.00007313127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1506959,0.4291138,0.004064593,0.0379989,0.01385557,0.0004673834,0.004039244,0.0007724921,0.3589921],"genre_scores_gemma":[0.6868322,0.1000314,0.002540797,0.01948977,0.007505576,0.0001115916,0.00156839,0.0000996493,0.1818206],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02342131,"threshold_uncertainty_score":0.07835209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008491066930080846,"score_gpt":0.2686390707024018,"score_spread":0.260148003772321,"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."}}