{"id":"W2739615660","doi":"10.5114/hpc.2017.69016","title":"RECOMMENDATIONS: DIAGNOSING TICK-BORNE DISEASES IN A LABORATORY –MEETING RESEARCH QUALITY STANDARDS AND PROVIDING PATIENT SAFETY","year":2017,"lang":"en","type":"article","venue":"Health Problems of Civilization","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civilization; Medicine; Quality (philosophy); Tick; Animal health; Veterinary medicine; 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":[0.006344795,0.0001122412,0.0003840649,0.0002428857,0.0007300948,0.00008071974,0.00008530018,0.00006956156,0.00004338239],"category_scores_gemma":[0.007309408,0.0001075072,0.00002738591,0.000275288,0.0001473419,0.0003590975,0.000101411,0.0002297124,6.958668e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004738321,"about_ca_system_score_gemma":0.002521871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902205,"about_ca_topic_score_gemma":0.002570089,"domain_scores_codex":[0.9968761,0.0007643359,0.0009216496,0.0003364823,0.0006702448,0.0004311791],"domain_scores_gemma":[0.9972739,0.0004377898,0.0005742212,0.0004567209,0.000879655,0.0003776816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004605386,0.001129421,0.6462004,0.02564568,0.00002759328,0.000005040012,0.006142505,0.0001118895,0.00007490927,0.01068765,0.002165311,0.3073491],"study_design_scores_gemma":[0.003948807,0.001299254,0.9229409,0.02620465,0.00002703777,0.00000247412,0.003738068,0.003016038,0.00006580284,0.002438866,0.03604217,0.0002759663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727793,0.0209358,0.002437363,0.08971447,0.0004522436,0.007173717,0.001059211,0.0001358198,0.005312138],"genre_scores_gemma":[0.9914568,0.00712163,0.0006493283,0.0004646333,0.00006570906,0.00009117337,0.0001185044,0.00002095024,0.00001127643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3070731,"threshold_uncertainty_score":0.8750572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055693874759438,"score_gpt":0.4629220430983583,"score_spread":0.3573526556224145,"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."}}