{"id":"W4386419980","doi":"10.31124/advance.24077448","title":"Evaluating the Spatial Mismatch Hypothesis: A Comprehensive Analysis of Access to Primary Care Physicians and Healthcare Disparities in Eastern Quebec","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Psychological intervention; Catchment area; Health care; Rural area; Focus (optics); Focus group; Geography; Business; Economic growth; Public economics; Medicine; Nursing; Family medicine; Cartography; Marketing; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636997,0.000277649,0.0004065367,0.002055655,0.002569037,0.001525089,0.001028043,0.0004876509,0.002804928],"category_scores_gemma":[0.007714926,0.0001146592,0.0005302272,0.005424877,0.001113102,0.0009074009,0.002077834,0.0005650037,0.00009789028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01424118,"about_ca_system_score_gemma":0.02030402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713613,"about_ca_topic_score_gemma":0.9756303,"domain_scores_codex":[0.9989094,0.0004183946,0.00004800174,0.0001269019,0.0001868892,0.0003105689],"domain_scores_gemma":[0.9952917,0.001648059,0.0008443825,0.0003151215,0.001266051,0.0006346506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002911121,0.00005706153,0.9899054,0.00002239383,0.00008624026,0.0000678566,0.00190068,0.000473882,0.00006165259,0.001155012,0.0006250138,0.005615629],"study_design_scores_gemma":[0.00000502279,0.00003573629,0.9839603,0.00004362617,0.00005159121,0.0000237692,0.01059522,0.003969732,0.0000450715,0.0003919171,0.000867593,0.00001030687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967393,0.0001839141,0.0003549383,0.000369064,0.000004767877,0.00003750723,0.0007257333,0.000004461944,0.001580362],"genre_scores_gemma":[0.9990913,0.00006140587,0.0002700988,0.00004197497,0.00000235732,0.00001982144,0.0002722681,0.000001682915,0.0002390554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02863872,"threshold_uncertainty_score":0.1033275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187224361282831,"score_gpt":0.4108714707292543,"score_spread":0.2236471094464232,"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."}}