{"id":"W1975371513","doi":"10.1097/00005650-200101000-00010","title":"Performance of the ACG Case-Mix System in Two Canadian Provinces","year":2001,"lang":"en","type":"article","venue":"Medical Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Percentile; Case mix index; Medicine; Medical diagnosis; Population; Demography; Health care; Health services research; Service (business); Public health; Environmental health; Business; Statistics; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005161391,0.0008414601,0.0006361536,0.003268662,0.002473534,0.001531782,0.002658112,0.0006129059,0.001919092],"category_scores_gemma":[0.02020012,0.000571752,0.0008447224,0.004793691,0.0009381549,0.0003747206,0.001491356,0.0006299051,0.0002692367],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08463916,"about_ca_system_score_gemma":0.07698089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959746,"about_ca_topic_score_gemma":0.9959339,"domain_scores_codex":[0.9951113,0.0009575061,0.0002510375,0.0005830941,0.001796771,0.001300389],"domain_scores_gemma":[0.9877031,0.001499678,0.001423669,0.0007433156,0.006643312,0.001986945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005168835,0.00008553165,0.9731704,0.00005828648,0.0001565081,0.00006287886,0.0005727392,0.004732831,0.0001311411,0.0004505325,0.003631542,0.01643083],"study_design_scores_gemma":[0.00004636486,0.00008213294,0.9853569,0.00002624458,0.00006015316,0.00005533109,0.0007799807,0.01187374,0.0001951771,0.0001239365,0.001365291,0.00003491752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890692,0.0003691212,0.0007472897,0.0005765962,0.00003045639,0.0002068782,0.005960295,0.00009339194,0.002946866],"genre_scores_gemma":[0.9951551,0.000108905,0.001053895,0.00008692205,0.000009047807,0.00005002402,0.002859741,0.00001385648,0.0006626032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9153608,"threshold_uncertainty_score":0.614103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026821413051822,"score_gpt":0.3990984538328236,"score_spread":0.3688302397023053,"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."}}