{"id":"W3193777105","doi":"10.1164/rccm.202107-1744ed","title":"Individualized Treatment Duration in Tuberculosis Treatment: Precision versus Simplicity","year":2021,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Simplicity; Duration (music); Tuberculosis; Intensive care medicine; MEDLINE; Tb treatment; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01643483,0.0005482947,0.002913326,0.001321353,0.001943821,0.003794693,0.002268514,0.02258463,0.003142755],"category_scores_gemma":[0.08565521,0.0007116901,0.001370156,0.001200156,0.004025729,0.005371715,0.00155592,0.03250651,0.001257572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005587969,"about_ca_system_score_gemma":0.004016272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987692,"about_ca_topic_score_gemma":0.007242017,"domain_scores_codex":[0.986351,0.007628415,0.002157599,0.001159314,0.002189224,0.0005144503],"domain_scores_gemma":[0.9114428,0.07519487,0.003865608,0.00211847,0.004703285,0.00267491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001914172,0.0004456548,0.02407662,0.0008438515,0.0005363415,0.005508812,0.001126857,0.004352123,0.001436437,0.05430166,0.618927,0.2865304],"study_design_scores_gemma":[0.003094122,0.001832208,0.02909042,0.005881876,0.001279554,0.01996337,0.002228378,0.02640177,0.001977282,0.3457336,0.5617791,0.0007382499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001765926,0.004978457,0.001655429,0.9837267,0.005007531,0.0000117257,0.00003050807,0.00002723012,0.002796417],"genre_scores_gemma":[0.09706326,0.007385895,0.006456906,0.7069225,0.1801405,0.00007673511,0.00004610625,0.00006619486,0.00184198],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02258463,"threshold_uncertainty_score":0.08691674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06435359624203713,"score_gpt":0.3944990244348825,"score_spread":0.3301454281928454,"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."}}