{"id":"W4308512239","doi":"10.5334/ijic.icic22096","title":"Virtual Pharmacy: An Integrated Collaborative Redesign Targeting Medication Outcomes in Chronic Kidney Diseases","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Pharmacy; Medicine; Family medicine","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":[0.006062996,0.0008222316,0.0008404503,0.001291049,0.001091427,0.002866757,0.001851797,0.001063143,0.00567698],"category_scores_gemma":[0.01716936,0.0003323307,0.001225345,0.0007611782,0.000517011,0.001989402,0.004886892,0.001280456,0.001250017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009887589,"about_ca_system_score_gemma":0.005838787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294525,"about_ca_topic_score_gemma":0.004764405,"domain_scores_codex":[0.9947225,0.003120052,0.000330519,0.0005760781,0.0009322471,0.0003186209],"domain_scores_gemma":[0.9937702,0.002223116,0.0005218635,0.0007132617,0.0005465394,0.002225109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002269692,0.01659389,0.01367379,0.0007672963,0.0005041058,0.0002510689,0.001334747,0.005649011,0.001900015,0.001466751,0.01376739,0.9418221],"study_design_scores_gemma":[0.02733778,0.1058456,0.2528788,0.003456255,0.007557249,0.003818005,0.007832879,0.3229314,0.02560101,0.03289894,0.2083441,0.001498083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7741553,0.001727451,0.1740013,0.008339642,0.001551136,0.006325926,0.001399151,0.01067754,0.02182255],"genre_scores_gemma":[0.7797151,0.001264222,0.2085683,0.001430871,0.0003415425,0.002534444,0.00105298,0.0002148745,0.004877605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006062996,"threshold_uncertainty_score":0.03206462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372602645450719,"score_gpt":0.3975197480967337,"score_spread":0.3737937216422266,"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."}}