{"id":"W4385564114","doi":"10.1177/09697330231191280","title":"Alleviating suffering of individuals with multimorbidity and complex needs: A descriptive qualitative study","year":2023,"lang":"en","type":"article","venue":"Nursing Ethics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Memorial University of Newfoundland","funders":"","keywords":"Descriptive research; Qualitative research; Multimorbidity; Psychology; Gerontology; Medicine; Nursing; Psychiatry; Sociology; Comorbidity; Anthropology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.001330356,0.0001420985,0.0003051185,0.0002310184,0.0001367294,0.00003921553,0.00006580599,0.00006827228,0.00001544711],"category_scores_gemma":[0.0004966299,0.0001231862,0.00002921972,0.0005100391,0.00039186,0.0001048314,0.0000537141,0.0004175564,0.000003463427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009774805,"about_ca_system_score_gemma":0.000143788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727097,"about_ca_topic_score_gemma":0.00002859255,"domain_scores_codex":[0.9985343,0.0002652306,0.0002391744,0.0002173402,0.0005267368,0.0002172567],"domain_scores_gemma":[0.9987795,0.0006542386,0.0001288868,0.0001940879,0.0001665041,0.00007680634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001969507,0.0005837345,0.03777925,0.0008171364,0.0004123379,0.00003850394,0.9545333,0.000150038,0.0003306385,0.003271521,0.0005244237,0.001362149],"study_design_scores_gemma":[0.002388081,0.0007024448,0.2948119,0.001123635,0.0002589214,0.000003478345,0.6984034,0.001267815,0.00005496066,0.0007848802,0.00006252099,0.0001379547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947985,0.00005275455,0.0003223245,0.001167482,0.00007750476,0.0006521463,0.00002048766,0.0001545902,0.002754155],"genre_scores_gemma":[0.998061,0.00001435651,0.001619373,0.00006548176,0.00003458875,0.00001744613,0.00004692672,0.00002356536,0.0001172777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570327,"threshold_uncertainty_score":0.5023389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4652047599708493,"score_gpt":0.501541433342892,"score_spread":0.03633667337204272,"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."}}