{"id":"W2892410852","doi":"10.11622/smedj.2018109","title":"Clinics in diagnostic imaging (190)","year":2018,"lang":"en","type":"article","venue":"Singapore Medical Journal","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Medical imaging; Medical physics; Radiology; Nuclear medicine","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":[0.0004981314,0.0008465371,0.0004298949,0.001887522,0.0009787108,0.001135802,0.0007852584,0.001965416,0.05816514],"category_scores_gemma":[0.002253657,0.0003537879,0.0003502644,0.0009284976,0.0005320513,0.001051763,0.001242065,0.001540579,0.02094007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006730841,"about_ca_system_score_gemma":0.0008568798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168937,"about_ca_topic_score_gemma":0.002394737,"domain_scores_codex":[0.999575,0.00008213594,0.00005276102,0.00006735732,0.00008264289,0.0001400619],"domain_scores_gemma":[0.999047,0.0001548272,0.00009300868,0.00007583463,0.0002690662,0.000360254],"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":[0.0002594244,0.0004867757,0.03008261,0.0009717584,0.00004964998,0.2522138,0.001014017,0.0002373636,0.008694164,0.006657817,0.3311748,0.3681579],"study_design_scores_gemma":[0.00006890429,0.0002121305,0.01597656,0.001492345,0.00004273068,0.5585434,0.0006776197,0.000269193,0.001412833,0.003920603,0.4173462,0.00003742209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08699317,0.1963553,0.01432437,0.07248752,0.02030674,0.0006858551,0.001826286,0.002096498,0.6049243],"genre_scores_gemma":[0.5765403,0.1167654,0.01498601,0.05896066,0.02605559,0.0004441995,0.002162643,0.000639622,0.2034455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05816514,"threshold_uncertainty_score":0.1945817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435069169737481,"score_gpt":0.3521009354212212,"score_spread":0.3277502437238464,"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."}}