{"id":"W2168526418","doi":"10.1183/09031936.00055010","title":"The cost of medical management of pulmonary nontuberculous mycobacterial disease in Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Nontuberculous mycobacteria; Pulmonary disease; Disease management; Intensive care medicine; Disease; Dermatology; Mycobacterium; Tuberculosis; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002070097,0.0001257627,0.0002276237,0.00008783042,0.0001026549,0.0000315933,0.0004387822,0.00003507772,0.001626714],"category_scores_gemma":[0.0003252531,0.00008355983,0.00009444248,0.0001167844,0.0001542749,0.00005549238,0.0001666525,0.0009981447,0.000008497434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576659,"about_ca_system_score_gemma":0.002388394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.137058,"about_ca_topic_score_gemma":0.6822303,"domain_scores_codex":[0.9972483,0.0003075984,0.0006217695,0.0001545553,0.001328739,0.0003390453],"domain_scores_gemma":[0.998363,0.0001236583,0.0001800415,0.0003807469,0.0001407186,0.0008118154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002115228,0.0004096239,0.9247816,0.0001548356,0.000140616,0.02224312,0.00007616321,0.000003965924,0.005243498,0.0002059543,0.01014765,0.03447778],"study_design_scores_gemma":[0.001173557,0.00009243282,0.8750521,0.000250058,0.00003007968,0.0001005859,0.00004556347,0.00001057417,0.0001901332,0.000006953142,0.1229801,0.00006789425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986415,0.0002223011,0.000003017944,0.0006578771,0.0007338757,0.0002425984,0.00001214658,0.000004137421,0.01170901],"genre_scores_gemma":[0.9988918,0.0001819415,0.00002526367,0.0003159887,0.0003452848,0.000005243762,0.000004395461,0.00002139118,0.0002087074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451723,"threshold_uncertainty_score":0.9992859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780619640938331,"score_gpt":0.2673882385006328,"score_spread":0.2495820420912495,"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."}}