{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02388526,0.001416362,0.001506486,0.00453673,0.002375099,0.00542848,0.004674527,0.009395767,0.1422353],"category_scores_gemma":[0.1044735,0.000967673,0.002465505,0.003503828,0.001476486,0.007610806,0.00345394,0.008188785,0.1277189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004317936,"about_ca_system_score_gemma":0.02660882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447719,"about_ca_topic_score_gemma":0.02284276,"domain_scores_codex":[0.9730828,0.009787153,0.003991082,0.00119998,0.01034021,0.001598862],"domain_scores_gemma":[0.8267573,0.02437263,0.01056665,0.00559897,0.1139381,0.0187665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001794257,0.00004233707,0.0001837618,0.000636773,0.000007344258,0.00003978554,0.00005942677,0.00002006638,0.0001209372,0.0004636376,0.9559525,0.04245551],"study_design_scores_gemma":[0.00004293936,0.00004861859,0.001024747,0.002752888,0.00002759904,0.00009654173,0.0002218985,0.00003585912,0.0001870326,0.001262509,0.9942684,0.00003091243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0007959768,0.03210342,0.01059006,0.7061821,0.04805293,0.003569927,0.01443916,0.006147375,0.178119],"genre_scores_gemma":[0.008827206,0.08832341,0.07155839,0.4413235,0.01920111,0.006640863,0.02690784,0.002030751,0.3351869],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1422353,"threshold_uncertainty_score":0.4758245,"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."}}