{"id":"W4413950915","doi":"10.1016/j.mcpdig.2025.100260","title":"A Technology Selection Tool Applying Multiple Criteria Decision Analysis for Virtual Care Implementation","year":2025,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings Digital Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital; Saskatchewan Health Authority","funders":"Mitacs; University of Saskatchewan","keywords":"Selection (genetic algorithm); Computer science; Decision analysis; Management science; Process management; Operations research; Engineering; Artificial intelligence; Mathematics; Statistics","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":[0.09028397,0.004185041,0.003360532,0.02025857,0.002060814,0.006587978,0.003657611,0.002144394,0.01345633],"category_scores_gemma":[0.1804116,0.001592176,0.007187368,0.008594276,0.001197073,0.003430382,0.005120167,0.003155849,0.001164328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00547675,"about_ca_system_score_gemma":0.009703714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584314,"about_ca_topic_score_gemma":0.003594984,"domain_scores_codex":[0.8957145,0.07891907,0.0100884,0.002891734,0.01140071,0.000985484],"domain_scores_gemma":[0.7694251,0.1991425,0.01050175,0.003029668,0.01583491,0.002066003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005123217,0.003809299,0.0227055,0.01224663,0.00373622,0.000768808,0.003324104,0.1502605,0.002804435,0.01794495,0.02128234,0.755994],"study_design_scores_gemma":[0.005940089,0.005509409,0.01230198,0.004707079,0.002108981,0.000430937,0.002825541,0.9018325,0.006008017,0.03655382,0.0211261,0.0006555719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08238152,0.001419137,0.850794,0.003008941,0.0003868864,0.04029261,0.00413864,0.004826158,0.01275211],"genre_scores_gemma":[0.07401113,0.0001854782,0.9134606,0.0002017439,0.00004725963,0.01088574,0.0007678475,0.0001131573,0.000327173],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09028397,"threshold_uncertainty_score":0.477473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462402537142364,"score_gpt":0.4383525939174199,"score_spread":0.4037285685459963,"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."}}