{"id":"W2990171172","doi":"10.1183/13993003.congress-2019.oa4951","title":"Durability of culture conversion in patients receiving Amikacin Liposome Inhalation Suspension (ALIS) for treatment-refractory Mycobacterium avium complex lung disease (MAC-LD) in the CONVERT study","year":2019,"lang":"en","type":"article","venue":"","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Refractory (planetary science); Culture conversion; Adverse effect; Internal medicine; Amikacin; Sputum culture; Sputum; Gastroenterology; Surgery; Antibiotics; Microbiology; Tuberculosis; 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":[0.001424184,0.000379322,0.001052017,0.0001748924,0.0002523103,0.0008352475,0.0003170263,0.0006731407,0.00100044],"category_scores_gemma":[0.001192767,0.0002234221,0.001198192,0.0002276416,0.000327729,0.0004530207,0.0003156779,0.001029152,0.0002178238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252789,"about_ca_system_score_gemma":0.000459337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006623684,"about_ca_topic_score_gemma":0.001007322,"domain_scores_codex":[0.999518,0.0001937226,0.00004975056,0.00007564281,0.00008618741,0.00007663079],"domain_scores_gemma":[0.9989557,0.0001927132,0.0003247735,0.0001181962,0.00005945402,0.0003491765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5668407,0.01581744,0.3293608,0.000745013,0.002686155,0.0006623256,0.0004228935,0.0008361808,0.02034044,0.0001275749,0.001762888,0.06039756],"study_design_scores_gemma":[0.05696937,0.3036571,0.6288195,0.0001114296,0.002085981,0.0009882622,0.000278783,0.001333844,0.003346277,0.00008071028,0.002271285,0.00005737424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985915,0.0007709759,0.00003858477,0.00003382783,0.00001465265,0.00007702604,0.0001541536,0.000003541667,0.0003156523],"genre_scores_gemma":[0.998998,0.0002596529,0.00005038774,0.0001122903,0.00003996031,0.00005240405,0.0002804162,0.000001229915,0.000205556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424184,"threshold_uncertainty_score":0.007531881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269401079283193,"score_gpt":0.3041289816075977,"score_spread":0.2814349708147658,"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."}}