{"id":"W2143659109","doi":"10.3109/15412555.2011.605402","title":"Patient Knowledge in Chronic Obstructive Pulmonary Disease: Back to Basics","year":2011,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"COPD; Medicine; Pulmonary disease; Patient education; Physical therapy; Internal medicine; Family 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006765242,0.001471241,0.001963686,0.001892562,0.0003621143,0.00009715924,0.001377694,0.0003795445,0.004151031],"category_scores_gemma":[0.0006901468,0.001417804,0.001341911,0.002324637,0.001272674,0.001592041,0.001039564,0.002219878,0.0007754425],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01318604,"about_ca_system_score_gemma":0.01330399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007097701,"about_ca_topic_score_gemma":0.00004402724,"domain_scores_codex":[0.9899865,0.0008041267,0.002600965,0.00186829,0.002361292,0.002378808],"domain_scores_gemma":[0.9886081,0.0003825139,0.001123549,0.001938676,0.0020858,0.005861371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04430648,0.0169952,0.4537703,0.01203223,0.001730504,0.08182158,0.003696173,0.002387822,0.004141445,0.003825378,0.00313135,0.3721616],"study_design_scores_gemma":[0.003606019,0.0009681801,0.965641,0.002266393,0.000824152,0.001135004,0.001371098,0.002192278,0.000581128,0.004417714,0.01558225,0.001414831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962253,0.07382491,0.0003080355,0.0008407436,0.002435146,0.00419887,0.0008725054,0.000127615,0.02116686],"genre_scores_gemma":[0.9936675,0.0009307862,0.0008085259,0.0002289715,0.002054156,0.0002554325,0.000148834,0.0003302826,0.001575548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5118707,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418557798691441,"score_gpt":0.2854243878437901,"score_spread":0.2612388098568757,"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."}}