{"id":"W4408498975","doi":"10.2174/0118742203347391250103112852","title":"An Econometric Study of the Determinants of Canada’s Non-reimbursable Medical Care Costs","year":2025,"lang":"en","type":"article","venue":"Open Medicine Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Econometric model; Medical care; Actuarial science; Econometric analysis; Economics; Business; Public economics; Environmental health; Econometrics; Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967772,0.0001065302,0.0006158876,0.0003618751,0.0001896445,0.00002489683,0.001346006,0.00005534519,0.0008486809],"category_scores_gemma":[0.0005684241,0.00007860872,0.00003921441,0.0005799465,0.0000611879,0.0001337479,0.0002466623,0.0002692398,0.000001860414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000347525,"about_ca_system_score_gemma":0.001207549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.638418,"about_ca_topic_score_gemma":0.6533483,"domain_scores_codex":[0.9981767,0.00006746328,0.001156783,0.0001947357,0.0001550218,0.0002493134],"domain_scores_gemma":[0.9984918,0.0000735043,0.0006707159,0.0004545525,0.0001068852,0.0002025574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005783763,0.0005448268,0.9030306,0.0002465319,0.0001998519,0.00002794299,0.004435929,0.0001056672,0.000001291406,0.01154883,0.04749731,0.0323034],"study_design_scores_gemma":[0.006788956,0.001731126,0.8452114,0.0008643774,0.00007107515,0.00002879712,0.0266346,0.001549029,0.00008663246,0.002449788,0.1143077,0.0002765058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8801308,0.001131931,0.0001026232,0.007871735,0.001660725,0.0007895727,0.00002822125,0.000001826384,0.1082826],"genre_scores_gemma":[0.997597,0.0001339544,0.00002504632,0.0008676065,0.0001075773,0.000008935282,8.77983e-7,0.000007697824,0.001251288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174662,"threshold_uncertainty_score":0.9292461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233658883891706,"score_gpt":0.3469346683656776,"score_spread":0.3045980795267605,"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."}}