{"id":"W6920760777","doi":"10.6084/m9.figshare.24484189.v1","title":"Additional file 2 of Incremental mortality associated with nontuberculous mycobacterial lung disease among US Medicare beneficiaries with chronic obstructive pulmonary disease","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"COPD; Pulmonary disease; Diagnosis code; Obstructive lung disease; Lung disease; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007823178,0.0006985728,0.0008604771,0.001560171,0.0005789042,0.0007856921,0.001229351,0.0008786722,0.5508255],"category_scores_gemma":[0.01135361,0.0003380769,0.001253894,0.002791632,0.0001183003,0.001028592,0.0007782788,0.0008673791,0.03697311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00078934,"about_ca_system_score_gemma":0.001158839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191778,"about_ca_topic_score_gemma":0.03083877,"domain_scores_codex":[0.9993623,0.0001062426,0.00009688477,0.000150305,0.0001568728,0.0001273907],"domain_scores_gemma":[0.9931672,0.003914345,0.001114077,0.0003420844,0.001185962,0.0002763076],"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":[0.0005989471,0.0001189396,0.020044,0.001705741,0.0001740791,0.0000735683,0.0000497995,0.0006514413,0.0001027656,0.0007776036,0.970289,0.005413997],"study_design_scores_gemma":[0.0130441,0.0008930517,0.415633,0.006720692,0.001053945,0.0009959568,0.0009685807,0.006784025,0.001067901,0.007851286,0.5447506,0.0002369039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0006774708,0.00002195914,0.00004838307,0.00007097879,0.00001448467,0.00003942082,0.9982371,0.00003538306,0.0008547136],"genre_scores_gemma":[0.022849,0.000152608,0.0008878703,0.0005024782,0.0001494879,0.0008970713,0.9652552,0.0001068869,0.009199462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5508255,"threshold_uncertainty_score":0.6406929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319971479358634,"score_gpt":0.2502234514740153,"score_spread":0.2370237366804289,"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."}}