{"id":"W4400321234","doi":"10.5114/hpc.2024.140950","title":"IMPROVING TICK-BORNE DISEASES AWARENESS: PREVENTING MISDIAGNOSIS AND IMPROPER TREATMENT","year":2024,"lang":"en","type":"article","venue":"Health Problems of Civilization","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civilization; Tick; Ecological civilization; Medicine; Virology; Political science; Law","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":[0.00017902,0.0001835127,0.0002936342,0.0001614549,0.0002087688,0.00003526777,0.00005905681,0.000104509,0.000161505],"category_scores_gemma":[0.0001107751,0.0001535242,0.00007217373,0.0002037424,0.00009253133,0.0001926925,0.00004604165,0.00007617426,0.00002883576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366348,"about_ca_system_score_gemma":0.00041451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517272,"about_ca_topic_score_gemma":0.000960188,"domain_scores_codex":[0.9986308,0.0001894241,0.0004360801,0.000387685,0.00004274225,0.000313234],"domain_scores_gemma":[0.9993438,0.0001615681,0.0001699856,0.0001873963,0.00008314013,0.00005411536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001670831,0.00233195,0.3339735,0.03329845,0.001090139,0.00001063819,0.004643807,0.0008011067,0.094455,0.004134971,0.00429299,0.5208004],"study_design_scores_gemma":[0.01021235,0.01061665,0.7742949,0.02379168,0.002304319,0.0002664972,0.001073717,0.009104478,0.07211906,0.002955286,0.09062436,0.002636771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6592788,0.3328327,0.003589425,0.0007816603,0.0009140783,0.001742188,0.0002170629,0.0005149879,0.0001290482],"genre_scores_gemma":[0.9929796,0.006146226,0.00004294253,0.00007269097,0.00004499655,0.0001945174,0.0002355609,0.00003372329,0.0002497564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5181636,"threshold_uncertainty_score":0.6260537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846010005703521,"score_gpt":0.2868431155484482,"score_spread":0.268383015491413,"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."}}