{"id":"W4385358550","doi":"10.5114/pm.2023.130022","title":"In rural areas, people get sick and die differently","year":2023,"lang":"en","type":"article","venue":"Medycyna Paliatywna","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Environmental medicine; Rural area; Medicine; Nursing; Public health; Pathology","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":[0.0006765167,0.0001631245,0.0002764972,0.0001777092,0.0002901815,0.00009161447,0.0002914986,0.0001324052,0.0003596471],"category_scores_gemma":[0.000349197,0.0001566861,0.00005366962,0.0006672876,0.0002100147,0.0002459598,0.0001350832,0.0001717526,0.0003671756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105131,"about_ca_system_score_gemma":0.00009159848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01095209,"about_ca_topic_score_gemma":0.03937042,"domain_scores_codex":[0.9981218,0.0001923519,0.0002490397,0.0002822138,0.0005071727,0.0006474505],"domain_scores_gemma":[0.9991921,0.000281524,0.00006209289,0.0002300129,0.00003437048,0.0001999469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001847143,0.00006183156,0.9408919,0.00003933979,0.00001521071,0.0001214754,0.03348989,0.000004101148,0.00008625917,0.005223071,0.01439746,0.005650973],"study_design_scores_gemma":[0.0005158501,0.00002201915,0.9240468,0.00004346476,0.00001135797,0.000001419952,0.02075435,0.0001473166,0.00003761608,0.006393787,0.04771044,0.0003155934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823999,0.0001636268,0.000004754852,0.004367366,0.001284168,0.0002704358,0.00002237962,0.0002052782,0.01128208],"genre_scores_gemma":[0.9923836,0.0004718511,0.00002509735,0.0003066543,0.000271124,0.00005927342,0.0000299831,0.00002278244,0.006429644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03331298,"threshold_uncertainty_score":0.9956341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197340496028071,"score_gpt":0.2955181992270272,"score_spread":0.2735447942667464,"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."}}