{"id":"W4406571832","doi":"10.1016/j.abdp.2023.03.006","title":"10.1016/j.abdp.2023.03.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Treponema; Biology; Pathology; Medicine; Syphilis; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005731693,0.001384982,0.0006124335,0.001826941,0.001104077,0.001630089,0.001090869,0.004156816,0.9441029],"category_scores_gemma":[0.001369641,0.0005396894,0.0006812662,0.0008287738,0.0008679884,0.002110788,0.001064412,0.001590025,0.938186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532642,"about_ca_system_score_gemma":0.0008203967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003634109,"about_ca_topic_score_gemma":0.003301818,"domain_scores_codex":[0.9997097,0.00002821338,0.00003116617,0.00006599023,0.00007391958,0.00009100037],"domain_scores_gemma":[0.9989543,0.0002335501,0.00009951145,0.00006113779,0.0002293788,0.000422053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003844702,0.0003252105,0.005274727,0.0004636765,0.00003485778,0.0006795626,0.00005575594,0.0003436498,0.0006796647,0.003145135,0.3132916,0.6753216],"study_design_scores_gemma":[0.0001395253,0.0002105261,0.00713673,0.000997588,0.00004830915,0.005901645,0.0002146468,0.0005584265,0.0006966227,0.003857375,0.9801978,0.00004087794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002320025,0.003012446,0.0009347539,0.003544342,0.00106304,0.00008127353,0.001885357,0.0008013978,0.9863573],"genre_scores_gemma":[0.008285712,0.001580551,0.001500991,0.001705817,0.0005467806,0.00006559092,0.001725336,0.000201463,0.9843878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05589712,"threshold_uncertainty_score":0.07973039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071836884309696,"score_gpt":0.2148254688468867,"score_spread":0.2041071000037897,"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."}}