{"id":"W3099055555","doi":"10.35680/2372-0247.1421","title":"Consumer experiences of Chronic Obstructive Pulmonary Disease in regional Australia: A mixed methods study and logic model to identify consumer-experience mechanisms to avoid hospital and enhance outcomes","year":2020,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Audit; Workforce; Medicine; Nursing; COPD; Health care; Business; Marketing","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":[0.009861186,0.0002740157,0.0004605592,0.00102725,0.002414323,0.001973621,0.0008468409,0.0005075313,0.001588799],"category_scores_gemma":[0.008901291,0.0004238336,0.0004459084,0.001178902,0.001934106,0.001547203,0.002618738,0.0008852513,0.0001521247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470324,"about_ca_system_score_gemma":0.003723956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02902238,"about_ca_topic_score_gemma":0.04785092,"domain_scores_codex":[0.9960119,0.003025524,0.0001366246,0.0001783869,0.0003352665,0.0003122924],"domain_scores_gemma":[0.9962037,0.002070015,0.0006104477,0.0002049365,0.0006440404,0.0002668971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001048738,0.0004071823,0.08445328,0.0003840139,0.00002730669,0.000948443,0.8921498,0.0001028671,0.000777107,0.001415521,0.0003246607,0.01890493],"study_design_scores_gemma":[0.00001869888,0.000807597,0.08169819,0.0002542358,0.00003412269,0.0005030568,0.9112819,0.000754501,0.0002696863,0.0005781524,0.003772286,0.00002750787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980326,0.0001599265,0.0005335469,0.0002186722,0.000002844209,0.0001567133,0.0000199317,0.00000147666,0.0008741873],"genre_scores_gemma":[0.9961648,0.0003966345,0.002179541,0.0001564029,0.000004059336,0.000342577,0.0000240894,0.000003396801,0.0007285348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902238,"threshold_uncertainty_score":0.05770695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147480036820272,"score_gpt":0.502175887512584,"score_spread":0.354695850692312,"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."}}