{"id":"W2970340713","doi":"10.2196/13130","title":"Access to Primary Care and Internet Searches for Walk-In Clinics and Emergency Departments in Canada: Observational Study Using Google Trends and Population Health Survey Data","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Commonwealth; Population; Medicine; Observational study; Demography; Geography; Family medicine; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002470932,0.0001856742,0.0006440416,0.0002214886,0.00007667466,0.00006257333,0.0001525003,0.00004427899,0.000006690715],"category_scores_gemma":[0.0003116445,0.0001829411,0.00001014516,0.0004575977,0.00001999844,0.0003876659,0.000333473,0.0001445853,1.657888e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006041904,"about_ca_system_score_gemma":0.002740712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4770503,"about_ca_topic_score_gemma":0.9597191,"domain_scores_codex":[0.9972013,0.0005196825,0.0007092697,0.000738667,0.0003137511,0.0005173302],"domain_scores_gemma":[0.9983708,0.0002558725,0.0001923611,0.0003858227,0.0001170063,0.0006781591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002416138,0.00009439468,0.9406101,0.000806568,0.00001495783,0.000002141039,0.0004180597,0.000002342782,2.513993e-7,0.000002285998,0.00124234,0.05656501],"study_design_scores_gemma":[0.002047731,0.0003476886,0.9928558,0.00004113443,7.244569e-7,0.000003343169,0.0003600929,0.002541502,1.012092e-8,0.000002926741,0.001653612,0.0001454616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911023,0.002545667,0.00001667923,0.00169331,0.0001225697,0.002068506,0.002422971,0.00001383816,0.00001418842],"genre_scores_gemma":[0.9885586,0.000533256,0.0002658009,0.001273452,0.00002982103,0.00005931093,0.009228815,0.00002102886,0.00002992628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4826687,"threshold_uncertainty_score":0.7460123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2783553871619667,"score_gpt":0.4527284669340454,"score_spread":0.1743730797720787,"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."}}