{"id":"W4285286747","doi":"10.5114/fmpcr.2022.115875","title":"Influence of selected factors on the prevalence of cognitive disorders and depression among patients over 60 years of age","year":2022,"lang":"en","type":"article","venue":"Family Medicine & Primary Care Review","topic":"Social Issues in Poland","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Primary care; Family history; Cognition; Cognitive impairment; Internal medicine; Pediatrics; Gerontology; Psychiatry; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004900272,0.000100712,0.0004024976,0.00004673387,0.0001321201,0.000001561103,0.0002746084,0.00003708924,0.00007889851],"category_scores_gemma":[0.002637241,0.00007290806,0.00005031943,0.0005874308,0.0008399307,0.00006790736,0.0001364985,0.0001721431,2.032831e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008094114,"about_ca_system_score_gemma":0.0001159361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411669,"about_ca_topic_score_gemma":0.00006528202,"domain_scores_codex":[0.9978539,0.0006548563,0.0003452605,0.0001755691,0.0008359319,0.0001344601],"domain_scores_gemma":[0.9980717,0.001075181,0.0004018462,0.0001603362,0.0002447706,0.00004611764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002084838,0.00004996171,0.9431866,0.002995484,0.00002722476,0.000001631687,0.03700543,0.000002184567,0.00005961197,0.00003260745,0.0004616446,0.01615677],"study_design_scores_gemma":[0.0002518316,0.0002074746,0.9881899,0.005528062,0.0001433135,2.409925e-8,0.004006481,1.311734e-7,0.00001094157,0.00002787062,0.001566981,0.00006700922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277117,0.06836525,3.513986e-7,0.00002505342,0.00008736391,0.0008704654,0.00007060805,0.000009041787,0.002860226],"genre_scores_gemma":[0.9294444,0.0701676,0.000002353954,0.0002815179,0.00001647594,0.0000281101,0.00002773766,0.000008125316,0.00002369625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500328,"threshold_uncertainty_score":0.3645739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754184978119471,"score_gpt":0.3141790423053422,"score_spread":0.2966371925241475,"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."}}