{"id":"W1990098822","doi":"10.1378/chest.10627","title":"Patient Knowledge and Information Needs in Chronic Obstructive Pulmonary Disease: Back to Basics","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Pulmonary disease; COPD; Pulmonary function testing; Intensive care medicine; Disease; Disease management; Physical therapy; 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":[0.006021569,0.0003339295,0.0009628201,0.002362923,0.001173126,0.003709291,0.001036492,0.002433618,0.004928985],"category_scores_gemma":[0.02044265,0.0003473739,0.0007391135,0.001957993,0.002607833,0.007860618,0.002403251,0.004112311,0.0003096407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813068,"about_ca_system_score_gemma":0.003977594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703001,"about_ca_topic_score_gemma":0.02150843,"domain_scores_codex":[0.9976962,0.0009348514,0.0003221757,0.0001337101,0.0006923019,0.0002206568],"domain_scores_gemma":[0.9771138,0.01671558,0.001646841,0.0003272941,0.002322361,0.001874127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006981366,0.002103743,0.4942556,0.007540171,0.000693956,0.0008516558,0.02216235,0.0005584871,0.0003994216,0.01506287,0.0301027,0.4255709],"study_design_scores_gemma":[0.0001949622,0.001064793,0.8287548,0.0152495,0.0006745221,0.001730643,0.07057672,0.001524674,0.000336461,0.0484475,0.03122826,0.0002171048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4753566,0.1922665,0.001808443,0.2896877,0.001189963,0.0001836385,0.001662165,0.00004000834,0.03780497],"genre_scores_gemma":[0.9424617,0.04415555,0.001506104,0.009834532,0.0008095488,0.00008343044,0.0002943436,0.00000874529,0.0008461353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703001,"threshold_uncertainty_score":0.03386176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172938510241449,"score_gpt":0.2740228036136574,"score_spread":0.2622934185112429,"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."}}