{"id":"W2922287021","doi":"10.1177/1479973119832025","title":"Promoting chronic disease management in persons with complex social needs: A qualitative descriptive study","year":2019,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Medicine; Descriptive research; Qualitative research; Disease; Chronic disease; Gerontology; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01168149,0.0005393264,0.0008830934,0.00208033,0.008639219,0.003681955,0.001712543,0.001603346,0.002946392],"category_scores_gemma":[0.013893,0.0008060844,0.0003955535,0.002417818,0.006393026,0.003781575,0.004136055,0.002220987,0.0003569091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00606954,"about_ca_system_score_gemma":0.006116664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135939,"about_ca_topic_score_gemma":0.01831453,"domain_scores_codex":[0.9942234,0.003978551,0.0002304333,0.0003145114,0.0003803585,0.0008727543],"domain_scores_gemma":[0.9867485,0.0101323,0.0008814805,0.0003045782,0.0008862096,0.001046966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000273781,0.0001087623,0.003598357,0.0002123739,0.000003226004,0.000786525,0.9894973,0.0000349072,0.0004777848,0.001327362,0.0004167428,0.003509179],"study_design_scores_gemma":[0.000003790958,0.00004931662,0.001137402,0.0001648285,0.000002509274,0.000221577,0.9947878,0.00006197079,0.0001092551,0.0002522307,0.003201101,0.000008251197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894021,0.0008606256,0.00213749,0.002324723,0.00004790416,0.0007470962,0.0003233819,0.00001846602,0.004138221],"genre_scores_gemma":[0.9911151,0.001592293,0.002027768,0.001377761,0.00002048311,0.00137172,0.0001629382,0.00002167879,0.002310338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168149,"threshold_uncertainty_score":0.06177843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08671674989063763,"score_gpt":0.3718000142354941,"score_spread":0.2850832643448564,"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."}}