{"id":"W4286511480","doi":"10.1016/j.pmedr.2022.101913","title":"A cross-sectional study of the preventive health care activities of western Canadian rural-living patients unattached to primary care providers","year":2022,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Family medicine; Rural health; Health care; Rural area; Population; Primary care; Environmental health; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001294052,0.0002082682,0.0005834178,0.0003636306,0.002275981,0.000004710215,0.0002612041,0.00007655733,0.0003536995],"category_scores_gemma":[0.0005329243,0.000173588,0.000113354,0.0005513193,0.0001324836,0.0001439599,0.0005508812,0.0007353502,0.000001044324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504786,"about_ca_system_score_gemma":0.003093578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2610324,"about_ca_topic_score_gemma":0.240966,"domain_scores_codex":[0.994633,0.001772673,0.001548787,0.0004110336,0.001108109,0.0005264298],"domain_scores_gemma":[0.9964755,0.0003580907,0.001649348,0.0005416602,0.0006870878,0.000288274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004527203,0.0002285755,0.7482722,0.001039568,0.00006459074,0.000004245951,0.2495082,0.0001244187,0.000002687432,0.00001394609,0.0003769462,0.0003193236],"study_design_scores_gemma":[0.0006636848,0.000971401,0.7908641,0.0006172275,0.00004079508,0.000002800503,0.2057782,8.563831e-7,0.000002756064,0.00002981185,0.0009303707,0.00009801328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891685,0.0004439391,0.000006500075,0.0005446192,0.001999834,0.006327303,0.0002996919,0.00002538661,0.001184263],"genre_scores_gemma":[0.9974511,0.000004481609,0.00001586823,0.0005591492,0.0001026318,0.0007611634,0.0001979218,0.00002770548,0.0008800029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04373001,"threshold_uncertainty_score":0.9990229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06298008583865534,"score_gpt":0.4300675786848453,"score_spread":0.36708749284619,"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."}}