{"id":"W4214619088","doi":"10.14745/ccdr.v48i23a03f","title":"Caractérisation des cas de syphilis infectieuse féminine en Colombie-Britannique afin de déterminer les possibilités d’optimisation des soins","year":2022,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"British Columbia Centre for Disease Control","keywords":"Humanities; Syphilis; Political science; Gynecology; Medicine; Art; Human immunodeficiency virus (HIV); Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001118736,0.0004319273,0.0002563181,0.001665505,0.001279559,0.0008218732,0.0007959843,0.0005226339,0.008996837],"category_scores_gemma":[0.003573752,0.0002641963,0.0003567104,0.001843816,0.001151939,0.0003822042,0.000802011,0.0005866896,0.0004340719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085607,"about_ca_system_score_gemma":0.003195881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4269309,"about_ca_topic_score_gemma":0.4863105,"domain_scores_codex":[0.999051,0.0002109984,0.0000818404,0.0001830551,0.0002388248,0.0002342709],"domain_scores_gemma":[0.9981046,0.0004022714,0.0006562562,0.0000960525,0.0005383951,0.000202333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007960606,0.00001042324,0.9907988,0.0002230101,0.00003473479,0.000430962,0.001533743,0.0000744714,0.0008287513,0.0001596507,0.0006144937,0.005211319],"study_design_scores_gemma":[0.000002349793,0.00003809148,0.9948199,0.0001383014,0.00002445311,0.0005995773,0.002430129,0.00008343822,0.0001787727,0.00003081264,0.001643617,0.00001063702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830346,0.004736595,0.0003128325,0.001007838,0.00004432946,0.00009934931,0.002957296,0.00002190925,0.00778531],"genre_scores_gemma":[0.995659,0.001567647,0.0005059353,0.0001895856,0.00001417636,0.00004655122,0.0007156458,0.000006138122,0.001295428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730691,"threshold_uncertainty_score":0.8488918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253515699501398,"score_gpt":0.2704518719922182,"score_spread":0.2479167149972042,"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."}}