{"id":"W1730213264","doi":"10.25011/cim.v30i3.1754","title":"A Written Action Plan for Early Treatment of COPD Exacerbations: An Important Component to the Reduction of Hospitalizations","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fonds de Recherche du Québec - Santé; McGill University","funders":"","keywords":"Medicine; Prednisone; Exacerbation; COPD; Medical prescription; Antibiotics; Sputum; Randomized controlled trial; Internal medicine; Physical therapy; Intensive care medicine; Nursing; Tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007474876,0.0005843068,0.0007621232,0.0008440925,0.000449559,0.0005965991,0.0006999116,0.0008909417,0.007247721],"category_scores_gemma":[0.01945114,0.0003253505,0.001132304,0.0004238789,0.000402868,0.0006279647,0.000893509,0.001460311,0.0003835699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008346642,"about_ca_system_score_gemma":0.003161722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008104398,"about_ca_topic_score_gemma":0.001247107,"domain_scores_codex":[0.9946356,0.003590659,0.0004341871,0.0002487429,0.0009084003,0.0001824134],"domain_scores_gemma":[0.9889457,0.007559595,0.001758763,0.000329447,0.0004045425,0.00100205],"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":[0.01450719,0.04413833,0.0106351,0.01245791,0.0008278075,0.0002450829,0.002249196,0.003442117,0.003513499,0.0008480131,0.004316101,0.9028195],"study_design_scores_gemma":[0.2308397,0.3278218,0.2973433,0.02552864,0.007899208,0.001441854,0.003618793,0.02388458,0.01420213,0.005370245,0.06161515,0.0004346272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137691,0.006346211,0.02319174,0.01045656,0.001233289,0.02664823,0.0004896812,0.0009259551,0.01693912],"genre_scores_gemma":[0.8940189,0.003218139,0.08394229,0.00231675,0.0003225218,0.01404331,0.000238777,0.00003701237,0.00186234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007474876,"threshold_uncertainty_score":0.03953135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661595783672683,"score_gpt":0.4230653826449707,"score_spread":0.1569058042777023,"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."}}