{"id":"W2283269175","doi":"10.1016/j.resp.2016.02.002","title":"Reply to Topalovic and Janssens","year":2016,"lang":"en","type":"letter","venue":"Respiratory Physiology & Neurobiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; St. Paul's Hospital; Queen's University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Chemistry","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":[0.005937024,0.00110563,0.002085789,0.001060244,0.004810321,0.00649084,0.002275987,0.07140883,0.00761185],"category_scores_gemma":[0.04571421,0.001225649,0.001336333,0.0009127798,0.004154977,0.005366141,0.003404332,0.05776092,0.007956412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004203515,"about_ca_system_score_gemma":0.005539689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533239,"about_ca_topic_score_gemma":0.006150228,"domain_scores_codex":[0.9954137,0.001386137,0.0005500599,0.0006281681,0.001241667,0.0007803131],"domain_scores_gemma":[0.9891806,0.005450074,0.001001538,0.0004021587,0.001745596,0.002220034],"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":[0.00004636608,0.00002124738,0.0003030899,0.00004353726,0.00001398395,0.0007112263,0.0001271025,0.00002649775,0.00005384579,0.001379144,0.9949085,0.002365343],"study_design_scores_gemma":[0.0001595252,0.0000714356,0.0009708632,0.0004555411,0.00005062195,0.001512458,0.000942624,0.0003064905,0.0001684299,0.01054617,0.9847168,0.00009907603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001268297,0.0008575419,0.00002537646,0.9772157,0.02086658,0.000005240211,0.00002717358,0.00001109921,0.0008645311],"genre_scores_gemma":[0.001713258,0.0005739737,0.00005557953,0.9695249,0.02497227,0.00002572721,0.00001430447,0.0000130106,0.003106913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07140883,"threshold_uncertainty_score":0.03139836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453547358158267,"score_gpt":0.2935724664018082,"score_spread":0.2690369928202255,"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."}}