{"id":"W4286111618","doi":"10.33321/cdi.2022.46.45","title":"How do general practitioners test and treat gonococcal infections in the Australian Capital Territory? Implications for disease surveillance and control","year":2022,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Family medicine; Syphilis; Gonorrhea; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01082964,0.0002481485,0.0006604195,0.0009801567,0.00118135,0.00212406,0.001581517,0.002441708,0.002367392],"category_scores_gemma":[0.05871178,0.000420998,0.0003564012,0.001877625,0.001758153,0.002368381,0.001817144,0.001292768,0.0004242403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003740723,"about_ca_system_score_gemma":0.01145945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1207468,"about_ca_topic_score_gemma":0.1061827,"domain_scores_codex":[0.9879951,0.007653379,0.0007715303,0.0005307533,0.001943676,0.001105456],"domain_scores_gemma":[0.9719159,0.009952877,0.006480269,0.0008434815,0.005173782,0.005633682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236931,0.0004737217,0.766287,0.002589201,0.000139,0.0009029091,0.01512017,0.0005477614,0.0003887994,0.0008867648,0.03264465,0.1798963],"study_design_scores_gemma":[0.00004913444,0.0003460812,0.9710519,0.002213497,0.00006135021,0.0003783444,0.01517033,0.0007024321,0.00005670986,0.0006212192,0.009311612,0.00003729953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5416158,0.03351879,0.0008070055,0.4041989,0.0007606182,0.0002579826,0.0006676075,0.00006859684,0.01810452],"genre_scores_gemma":[0.9677814,0.01300638,0.001335317,0.01637892,0.0004152829,0.0001577958,0.0001416238,0.000008691344,0.0007745359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207468,"threshold_uncertainty_score":0.2400879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328688310760484,"score_gpt":0.3210436900735392,"score_spread":0.2881748589974908,"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."}}