{"id":"W1580003641","doi":"10.25011/cim.v36i3.19721","title":"‘INSPIRED’ Approaches to Better Care for Patients with Advanced COPD","year":2013,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Health Sciences Centre; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; COPD; Psychosocial; Psychological intervention; Quality of life (healthcare); Palliative care; Outreach; Intensive care medicine; Pulmonary disease; Intervention (counseling); Nursing; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007206096,0.0006214811,0.0003667612,0.000853196,0.003554144,0.003776057,0.00253835,0.004801805,0.007097504],"category_scores_gemma":[0.01145803,0.0002759831,0.0009942898,0.0006455707,0.008936827,0.004894991,0.008707194,0.01033597,0.00203176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004052042,"about_ca_system_score_gemma":0.01034262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032931,"about_ca_topic_score_gemma":0.005815429,"domain_scores_codex":[0.9935191,0.0045285,0.0002265334,0.0003788724,0.000871343,0.0004755493],"domain_scores_gemma":[0.9961535,0.0010566,0.0003322304,0.0004390526,0.0006565402,0.001361986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001234642,0.001310064,0.004493651,0.001953094,0.0002945036,0.00125976,0.03680984,0.002649697,0.00193397,0.3984826,0.2055451,0.3451442],"study_design_scores_gemma":[0.000152214,0.000389482,0.004945823,0.001619573,0.00007814961,0.001363907,0.01384125,0.001149801,0.0005780467,0.2465869,0.7292117,0.00008306901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01484369,0.01198777,0.04622389,0.8174273,0.007407714,0.0003280964,0.00006607654,0.0002557235,0.1014598],"genre_scores_gemma":[0.4014064,0.03396497,0.2101378,0.3178452,0.005965983,0.001213322,0.0002708946,0.0002527665,0.02894271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007206096,"threshold_uncertainty_score":0.03810996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4024383581001746,"score_gpt":0.4116222599138324,"score_spread":0.009183901813657858,"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."}}