{"id":"W2138805132","doi":"10.3109/13814788.2013.839651","title":"Multimorbidity's research challenges and priorities from a clinical perspective: The case of ‘Mr Curran’","year":2013,"lang":"en","type":"article","venue":"European Journal of General Practice","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Institute for Health and Care Research","keywords":"Polypharmacy; Medicine; Multimorbidity; Psychological intervention; Perspective (graphical); Identification (biology); Management science; Nursing; Family medicine; Intensive care medicine; Chronic disease; Computer 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":[0.005126003,0.000116074,0.0002866271,0.000109789,0.0001111118,0.00008918409,0.000190392,0.00002319834,0.0002093386],"category_scores_gemma":[0.004248798,0.00007449074,0.000115979,0.00008835465,0.0004718861,0.0005699453,0.0001851899,0.000840365,0.00004385804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005011448,"about_ca_system_score_gemma":0.0001613044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005042035,"about_ca_topic_score_gemma":0.00001374737,"domain_scores_codex":[0.9956532,0.002969434,0.0005826649,0.0001939871,0.0004092889,0.0001914138],"domain_scores_gemma":[0.9961587,0.00168874,0.0004502554,0.000339768,0.001181037,0.0001815414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006461507,0.004563641,0.001770306,0.000894881,0.006447906,0.1137626,0.04929605,0.00006825371,0.004576455,0.05010955,0.1989009,0.5631479],"study_design_scores_gemma":[0.01481726,0.00716399,0.3297951,0.0009403664,0.002318495,0.01773754,0.3953335,0.001298683,0.0001724346,0.003935772,0.2259459,0.0005409135],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795574,0.02697353,0.00003090109,0.02917368,0.0002850245,0.0003159977,0.000003947691,0.00001004744,0.06364951],"genre_scores_gemma":[0.9781437,0.01675431,0.002688113,0.0002788453,0.001643295,0.000001378322,5.681384e-7,0.00002505966,0.0004647536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562607,"threshold_uncertainty_score":0.5086515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2798517754603915,"score_gpt":0.4867027061492375,"score_spread":0.206850930688846,"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."}}