{"id":"W4396810617","doi":"10.1111/ajd.14290","title":"Tropical Diseases and First Nations Dermatology","year":2024,"lang":"en","type":"article","venue":"Australasian Journal of Dermatology","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":[0.00001110357,0.0001199837,0.000385448,0.0003350392,0.00007605548,0.00003267372,0.00005365225,0.0001016958,0.0001521088],"category_scores_gemma":[0.0001326787,0.00008753534,0.0001420776,0.000150524,0.0001548733,0.0001184881,0.00001692705,0.0001944287,0.00003083702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003680891,"about_ca_system_score_gemma":0.0001206323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001549248,"about_ca_topic_score_gemma":0.00001751721,"domain_scores_codex":[0.9991348,0.00004197035,0.0003856467,0.000129696,0.0001176399,0.0001902114],"domain_scores_gemma":[0.999175,0.0003490822,0.00007104858,0.00009459777,0.00007138654,0.0002388476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005355069,0.0003105101,0.9447939,0.0003174899,0.0005132834,0.02333233,0.0002605412,0.000001143396,0.00003035005,0.01697328,0.01157166,0.001841971],"study_design_scores_gemma":[0.001479585,0.0002652838,0.6757235,0.0003579923,0.000689524,0.2755115,0.0001675205,0.00004896753,0.0005535584,0.000923202,0.04418372,0.00009570584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971906,0.008125651,0.0001230592,0.09327205,0.0004699178,0.000131545,0.000009415427,0.00003286259,0.000644879],"genre_scores_gemma":[0.9983491,0.0009246159,0.0003712755,0.0001541386,0.0001297643,0.00000738548,0.000003819528,0.00001279048,0.00004705777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2690704,"threshold_uncertainty_score":0.3569587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603708289979772,"score_gpt":0.2951347408197317,"score_spread":0.279097657919934,"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."}}