{"id":"W3097266667","doi":"10.1080/24745332.2020.1716650","title":"Chronic obstructive pulmonary disease","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pulmonary disease; COPD; Medicine; Intensive care medicine; Disease; Chronic disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002004635,0.000261003,0.0005974639,0.000347273,0.0002031575,0.00002762405,0.000209952,0.0001156207,0.001116268],"category_scores_gemma":[0.002560157,0.0002143669,0.0001712679,0.0003609515,0.001531234,0.0002156647,0.00003676089,0.0007911283,0.00001598879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006756346,"about_ca_system_score_gemma":0.004025985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774237,"about_ca_topic_score_gemma":0.000180011,"domain_scores_codex":[0.9977138,0.0001398319,0.0005471426,0.0003662902,0.0006370974,0.0005958059],"domain_scores_gemma":[0.9908384,0.0001954404,0.000082249,0.0002520665,0.001021907,0.007609936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001850754,0.00007702758,0.3388798,0.008976475,0.000398691,0.1028791,0.003824263,0.00002179761,0.002842162,0.00799218,0.007553389,0.5247044],"study_design_scores_gemma":[0.004130446,0.003898449,0.7273572,0.001156348,0.001433339,0.0009784872,0.008660742,0.0002856261,0.0001718249,0.0009297761,0.2504366,0.0005611801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5035678,0.4383215,0.0002108312,0.04660948,0.0007842169,0.0006352386,0.0001864337,0.00003315002,0.009651342],"genre_scores_gemma":[0.990882,0.00008306705,0.0000558986,0.005412834,0.003484111,0.000005795701,0.00001236304,0.00004094871,0.00002300201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5241432,"threshold_uncertainty_score":0.9997969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093868936538367,"score_gpt":0.3062794343406179,"score_spread":0.2753407449752342,"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."}}