{"id":"W4382601352","doi":"10.1136/bmjopen-2023-072399","title":"Optimising the care for older persons with complex chronic conditions in home care and nursing homes: design and protocol of I-CARE4OLD, an observational study using real-world data","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Horizon 2020 Framework Programme; Canadian Institutes of Health Research; European Commission; Univerzita Karlova v Praze","keywords":"Medicine; Observational study; Protocol (science); Nursing homes; Nursing; Gerontology; Research design; Family medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05425924,0.002949616,0.004717872,0.003288843,0.003328343,0.003029343,0.003255595,0.004385656,0.01609115],"category_scores_gemma":[0.0464461,0.002420032,0.00393916,0.004380909,0.002933265,0.00226396,0.004839371,0.00310289,0.005184395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0068637,"about_ca_system_score_gemma":0.02620563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392565,"about_ca_topic_score_gemma":0.007940706,"domain_scores_codex":[0.9674558,0.02166453,0.004216295,0.002740405,0.002188586,0.001734281],"domain_scores_gemma":[0.9771991,0.00608238,0.003555635,0.003807667,0.007231617,0.002123564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4173825,0.09307607,0.07431345,0.0695079,0.005408118,0.001964469,0.01856333,0.02447628,0.007023932,0.02409912,0.05457528,0.2096096],"study_design_scores_gemma":[0.3394715,0.1721358,0.1338698,0.02523313,0.003111304,0.0004597145,0.01211128,0.01654694,0.005922277,0.01589601,0.2739457,0.001296541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007951858,0.0001833296,0.003270898,0.0001275216,0.00009460434,0.9859388,0.001849541,0.0000298572,0.0005535173],"genre_scores_gemma":[0.002424445,0.00007171903,0.002529514,0.00005674778,0.00001575372,0.9943624,0.0004156083,0.000003023368,0.000120878],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05425924,"threshold_uncertainty_score":0.2869537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4975413717526721,"score_gpt":0.5254698123201483,"score_spread":0.02792844056747623,"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."}}