{"id":"W4283162774","doi":"10.1186/s12890-022-02032-9","title":"Systematic review of effectiveness and quality assessment of patient education materials and decision aids for breathlessness","year":2022,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Decision aids; Patient education; Intervention (counseling); Quality assessment; MEDLINE; Quality management; Quality (philosophy); Physical therapy; Family medicine; Alternative medicine; Nursing; Pathology; Operations management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005458951,0.0004058897,0.005308178,0.0003127254,0.0003348179,0.000002236514,0.0004075161,0.0002543731,0.0001247512],"category_scores_gemma":[0.003879234,0.0002832604,0.0001637039,0.0003890879,0.0001517915,0.00008004016,0.0005164074,0.0003932219,6.736653e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520039,"about_ca_system_score_gemma":0.001939798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004409648,"about_ca_topic_score_gemma":0.000008701719,"domain_scores_codex":[0.9835833,0.01058549,0.004435501,0.0005079925,0.0006379841,0.0002497454],"domain_scores_gemma":[0.9733373,0.01966519,0.004864479,0.001412451,0.0005723241,0.0001482693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003952017,0.000114016,0.0002131746,0.8441403,0.00005246435,2.261766e-7,0.000290993,2.707464e-8,0.000002118966,0.0009084971,0.00001781929,0.1542209],"study_design_scores_gemma":[0.0003279207,0.0004362747,0.0005422282,0.9733611,0.001556372,0.00001470051,0.002678612,0.000002369841,4.485996e-7,0.000356657,0.02052147,0.000201795],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004526004,0.9775752,0.0001333391,0.00002960858,0.001083147,0.02017829,0.0004182813,0.00002001939,0.000109537],"genre_scores_gemma":[0.0008839911,0.9803321,0.001482266,0.0001031766,0.00007287381,0.01587625,0.001178511,0.0000556467,0.00001512478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1540191,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2888084760254042,"score_gpt":0.537768897417891,"score_spread":0.2489604213924868,"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."}}