{"id":"W3113165939","doi":"10.1016/j.abdp.2020.07.005","title":"10.1016/j.abdp.2020.07.005","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":"Medicine; Human immunodeficiency virus (HIV); 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":[0.0005292928,0.001248912,0.0005370596,0.001874486,0.001088014,0.001530338,0.001098681,0.00395833,0.949616],"category_scores_gemma":[0.001312898,0.0004861479,0.00066288,0.0008797621,0.000776155,0.001946845,0.001108313,0.00141599,0.9467697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007941369,"about_ca_system_score_gemma":0.0009118375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003856023,"about_ca_topic_score_gemma":0.003791724,"domain_scores_codex":[0.9997305,0.00002569646,0.00002581613,0.00005646661,0.0000710095,0.00009042998],"domain_scores_gemma":[0.9989722,0.0002101717,0.00008748384,0.00005848163,0.0002218359,0.0004498258],"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":[0.0002833599,0.0002623712,0.003696881,0.0003984544,0.00002343991,0.0004742943,0.00004522978,0.0003000745,0.0005398816,0.00315697,0.3381384,0.6526805],"study_design_scores_gemma":[0.00009624531,0.0001459934,0.004763294,0.0007340692,0.00003052371,0.003613191,0.0001524533,0.0004030212,0.0005244305,0.002970561,0.9865381,0.00002814981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001630949,0.002094903,0.0007598812,0.002838072,0.0008600493,0.00007265359,0.001582925,0.0006920418,0.9894686],"genre_scores_gemma":[0.005588581,0.001123014,0.001279647,0.001424799,0.0004053489,0.00005720783,0.001568048,0.000172573,0.9883808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05038399,"threshold_uncertainty_score":0.07186663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008967897979410114,"score_gpt":0.2108574627120031,"score_spread":0.201889564732593,"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."}}