{"id":"W2892323117","doi":"10.1164/rccm.201807-1318oc","title":"Amikacin Liposome Inhalation Suspension for Treatment-Refractory Lung Disease Caused by <i>Mycobacterium avium</i> Complex (CONVERT). A Prospective, Open-Label, Randomized Study","year":2018,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":343,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Culture conversion; Internal medicine; Adverse effect; Bronchiectasis; Sputum culture; Surgery; Sputum; Lung; Pathology; Tuberculosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054729,0.0003555715,0.00175162,0.0002629699,0.000257136,0.00007815874,0.0001901365,0.0000604411,0.0002692152],"category_scores_gemma":[0.003585388,0.0002320332,0.0001356357,0.0003166153,0.002046817,0.0003578557,0.00008213951,0.0002361171,0.000005869643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696618,"about_ca_system_score_gemma":0.000390576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000758319,"about_ca_topic_score_gemma":0.00002270078,"domain_scores_codex":[0.9967593,0.0007572735,0.0009093803,0.0004570378,0.0006541993,0.0004628383],"domain_scores_gemma":[0.9944909,0.001755302,0.0003484731,0.0003423431,0.001787758,0.001275254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5061824,0.006699267,0.3130479,0.000973057,0.00129184,0.001158444,0.006064641,1.041088e-7,0.09310462,0.0003054999,0.03106065,0.04011155],"study_design_scores_gemma":[0.6339447,0.2049127,0.1078093,0.00141001,0.005734645,0.0001467224,0.01213308,0.000204877,0.002720407,0.0001686692,0.02998235,0.0008325907],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904015,0.002713621,0.0004489164,0.002977862,0.0002726688,0.002788506,0.00008018478,0.00002521138,0.0002914957],"genre_scores_gemma":[0.9956632,0.0002223284,0.0001607327,0.002555464,0.001043172,0.0001764525,0.00005122911,0.00004389817,0.00008355569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052387,"threshold_uncertainty_score":0.946204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04498043018236044,"score_gpt":0.3833865198116422,"score_spread":0.3384060896292818,"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."}}