{"id":"W4236600917","doi":"10.1016/j.chest.2019.04.097","title":"Response","year":2019,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Lama; Medicine; COPD; Exacerbation; Intensive care medicine; Internal medicine","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":[0.003367187,0.0009802034,0.001439256,0.0009955789,0.006068257,0.006084615,0.00213351,0.07034133,0.02216307],"category_scores_gemma":[0.02580098,0.0008553141,0.001642076,0.0007224875,0.002861527,0.002830708,0.00278971,0.0401226,0.01803557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006197365,"about_ca_system_score_gemma":0.006915693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123897,"about_ca_topic_score_gemma":0.02064299,"domain_scores_codex":[0.995949,0.0008972109,0.0003924013,0.0005967905,0.001066331,0.001098239],"domain_scores_gemma":[0.9929401,0.00239845,0.0005129198,0.000250219,0.001702874,0.002195546],"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":[0.00004764599,0.00003377498,0.000597768,0.00003891635,0.00001139551,0.001098207,0.00009941924,0.00004085869,0.00009311389,0.001128549,0.9942485,0.002561849],"study_design_scores_gemma":[0.000129805,0.00008673486,0.001868213,0.0003334506,0.00002835635,0.0009399276,0.0008525192,0.0003285117,0.0001539586,0.004512612,0.9906871,0.00007876923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003757291,0.0003633002,0.00005669056,0.9696741,0.02365295,0.00003095855,0.0001184144,0.00004914138,0.005678661],"genre_scores_gemma":[0.001880687,0.0001853019,0.00008533043,0.9742701,0.009687277,0.00006069368,0.00004543237,0.00001753936,0.01376759],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07034133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121141223136019,"score_gpt":0.3126190712714569,"score_spread":0.2814076590400967,"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."}}