{"id":"W2619627373","doi":"10.2147/copd.s136183","title":"Expanding The INSPIRED COPD Outreach Program&lt;sup&gt;TM&lt;/sup&gt; to the emergency department: a feasibility assessment","year":2017,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"Health Sciences Centre Foundation","keywords":"Medicine; Emergency department; Referral; COPD; Emergency medicine; Acute care; Exacerbation; Medicaid; Outreach; Health care; Family medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05068241,0.001446999,0.0008458872,0.001348081,0.001857342,0.00195713,0.002824702,0.002565489,0.00506477],"category_scores_gemma":[0.02487908,0.000964311,0.002152951,0.0007434085,0.001928894,0.002110945,0.004853554,0.002295416,0.0008372204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003301545,"about_ca_system_score_gemma":0.01505387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106295,"about_ca_topic_score_gemma":0.008507674,"domain_scores_codex":[0.9717169,0.02080064,0.001216525,0.0006828088,0.002156083,0.003427021],"domain_scores_gemma":[0.9849126,0.006386476,0.001513096,0.0007497146,0.002346294,0.004091845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1354118,0.3187362,0.2691325,0.006098805,0.001034692,0.002698521,0.01435898,0.01102833,0.007069202,0.00372253,0.005805572,0.2249028],"study_design_scores_gemma":[0.08300097,0.6527959,0.2239422,0.001112077,0.000761009,0.0004998969,0.01242096,0.007864296,0.003514808,0.001525592,0.01224713,0.0003151812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7624023,0.000169036,0.00286415,0.001100772,0.0000721082,0.2287711,0.0009414351,0.00004744022,0.003631803],"genre_scores_gemma":[0.5963922,0.000327283,0.03059239,0.001375591,0.0001269824,0.3693239,0.0008700904,0.00001503949,0.0009766199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05068241,"threshold_uncertainty_score":0.2680374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540393915373725,"score_gpt":0.4056601369306297,"score_spread":0.3602561977768925,"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."}}