{"id":"W4400317540","doi":"10.1016/j.nurpra.2024.105128","title":"A Mnemonic for Management of Stable Chronic Obstructive Pulmonary Disease: A Canadian Approach","year":2024,"lang":"en","type":"article","venue":"The Journal for Nurse Practitioners","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary disease; Mnemonic; Medicine; Intensive care medicine; Disease management; Chronic disease; Disease; Computer science; Internal medicine; Psychology; Cognitive psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001832519,0.0006367101,0.0004280297,0.002700928,0.007708497,0.002832081,0.001961216,0.002546477,0.01680497],"category_scores_gemma":[0.004515443,0.0003728077,0.00058515,0.00214221,0.00235429,0.001927793,0.004428908,0.005276827,0.003040311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03315558,"about_ca_system_score_gemma":0.1391592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8113602,"about_ca_topic_score_gemma":0.9469726,"domain_scores_codex":[0.99821,0.0002298659,0.0001415265,0.0001560929,0.0009263314,0.0003362308],"domain_scores_gemma":[0.9942359,0.0001910753,0.0001642014,0.00006754876,0.002758461,0.002582816],"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":[0.00007798748,0.000353327,0.007034149,0.0007182067,0.00002516657,0.002085998,0.002538209,0.0005183598,0.00137394,0.02249821,0.5619062,0.4008702],"study_design_scores_gemma":[0.00003758281,0.00009928218,0.008140386,0.001137348,0.00002122455,0.001744814,0.001699495,0.0003333553,0.0001550194,0.002951631,0.9836116,0.00006821514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01532636,0.05297649,0.02487721,0.6062727,0.0221645,0.00107862,0.0009257955,0.001122775,0.2752556],"genre_scores_gemma":[0.175703,0.1955736,0.1598684,0.208271,0.01009561,0.0006888746,0.001574079,0.001178424,0.2470471],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1886398,"threshold_uncertainty_score":0.3795013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347622528758569,"score_gpt":0.3240621321438558,"score_spread":0.3005859068562701,"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."}}