{"id":"W2243012570","doi":"10.1109/iesm.2015.7380173","title":"Risk-based decision making framework for prioritizing patients' access to healthcare services by considering uncertainties","year":2015,"lang":"en","type":"article","venue":"","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Prioritization; Equity (law); Risk analysis (engineering); Variety (cybernetics); Computer science; Health care; Order (exchange); Actuarial science; Operations research; Business; Medicine; Process management; Engineering; Economics","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":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005160643,0.000450907,0.0007728482,0.0008217694,0.0006416761,0.003395466,0.002395552,0.0002878395,0.0001944388],"category_scores_gemma":[0.02765027,0.0003551008,0.0002245804,0.001468919,0.00006875603,0.001268416,0.001001912,0.0003313737,0.0001940544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744086,"about_ca_system_score_gemma":0.0002420295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003371511,"about_ca_topic_score_gemma":0.0006749965,"domain_scores_codex":[0.9922794,0.0004148003,0.001768024,0.001447999,0.003228329,0.0008614507],"domain_scores_gemma":[0.9797183,0.01449567,0.0008286478,0.001425436,0.002864846,0.0006670841],"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":[0.001198862,0.0001611153,0.4023078,0.00008057449,0.00002672077,0.000008783822,0.003033211,0.005742544,0.00005561886,0.001977577,0.04228229,0.5431249],"study_design_scores_gemma":[0.005458232,0.0009569426,0.04614469,0.00285299,0.00006246695,0.00000638122,0.01510868,0.1382476,0.001440141,0.624,0.1633834,0.002338548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.409126,0.0002009392,0.5862362,0.001314367,0.001615172,0.00105134,0.0001613791,0.0001611408,0.0001334097],"genre_scores_gemma":[0.6539484,0.000002529968,0.3410058,0.004757398,0.0001212276,0.00007573646,0.000009419467,0.00004533107,0.00003417795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6220224,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137532423953301,"score_gpt":0.4853679133585912,"score_spread":0.2716146709632611,"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."}}