{"id":"W2077789879","doi":"10.12968/bjhc.2009.15.sup2.43280","title":"Better breathing for life","year":2009,"lang":"en","type":"article","venue":"British Journal of Healthcare Management","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Pulmonary disease; COPD; Psychological intervention; Medicine; Breathing; Intensive care medicine; Business; Nursing; Internal medicine; Psychiatry","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":[0.003061894,0.000364535,0.000527481,0.0004653898,0.002507838,0.00297258,0.0006797283,0.002467022,0.04471534],"category_scores_gemma":[0.006557695,0.0001293212,0.0007870406,0.0003530937,0.001686856,0.002891093,0.004923363,0.005462349,0.01424343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001658,"about_ca_system_score_gemma":0.004225975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058285,"about_ca_topic_score_gemma":0.005573672,"domain_scores_codex":[0.9973288,0.0008210771,0.00009198745,0.000219547,0.0009360501,0.0006026195],"domain_scores_gemma":[0.9959561,0.0002256143,0.000207268,0.0002820383,0.0005093508,0.002819574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008275856,0.0002536962,0.001825292,0.0003325639,0.00003881624,0.0001303458,0.001757277,0.00005137934,0.0008058402,0.02769894,0.6886998,0.2783232],"study_design_scores_gemma":[0.00003535348,0.0001863022,0.007703409,0.0003252925,0.00001167677,0.0004828685,0.0007188903,0.00003275149,0.000173259,0.008149316,0.9821622,0.00001865778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0167715,0.03022953,0.004071732,0.5995544,0.02076505,0.0002029692,0.0009497525,0.0006594812,0.3267956],"genre_scores_gemma":[0.2116159,0.03703283,0.01721229,0.2990744,0.01003836,0.000448812,0.002178492,0.0005589909,0.4218399],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04471534,"threshold_uncertainty_score":0.1495878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290260976776795,"score_gpt":0.3258289210823821,"score_spread":0.3029263113146141,"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."}}