{"id":"W4389915672","doi":"10.1080/24745332.2023.2226006","title":"Chapitre 8: La tuberculose pharmacorésistante","year":2023,"lang":"fr","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavik Regional Board of Health and Social Services; McGill University; McGill University Health Centre; University of Alberta; University of Manitoba; West Park Healthcare Centre; University of Toronto; University Health Network; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine","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":[0.001055024,0.0003608402,0.000795687,0.0009813694,0.0003563175,0.00006559429,0.0001688616,0.0003194287,0.003222356],"category_scores_gemma":[0.002661299,0.0003121171,0.000291433,0.00079064,0.001794864,0.0001735635,0.00002617864,0.0009429435,0.0001359262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345085,"about_ca_system_score_gemma":0.001880702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324715,"about_ca_topic_score_gemma":0.002225778,"domain_scores_codex":[0.9969767,0.0003672828,0.0008109403,0.0003136703,0.0005288248,0.001002628],"domain_scores_gemma":[0.9931986,0.000778456,0.0001118219,0.0002493277,0.001158297,0.004503516],"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":[0.0004249424,0.0001584604,0.08508624,0.008646959,0.001317558,0.1082715,0.01245799,0.00002680409,0.001376684,0.0464545,0.1586505,0.5771278],"study_design_scores_gemma":[0.004841222,0.004905665,0.03079789,0.004883005,0.004635893,0.002813131,0.01430333,0.0001506201,0.0001390175,0.0008504064,0.9311458,0.0005339772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4318699,0.5166947,0.00002691776,0.0228524,0.006945756,0.0002222974,0.000206078,0.00002594613,0.02115597],"genre_scores_gemma":[0.9828599,0.003192914,0.00001513179,0.007631976,0.005819631,0.000004971115,0.00001031095,0.0000637058,0.0004014202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7724953,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460188863088033,"score_gpt":0.3251746937206234,"score_spread":0.3005728050897431,"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."}}