{"id":"W6960629676","doi":"10.1371/journal.pone.0212420.t002","title":"STI tests, diagnoses and positivity by quarter split by genitourinary medicine clinic or online (restricted to 1 test or diagnosis per person per 6 week period and to residents of Lambeth and Southwark).","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Test (biology); Quarter (Canadian coin); Genitourinary medicine; Genitourinary system; Diagnostic test","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008782294,0.001352442,0.001529145,0.002090063,0.0006178216,0.00173695,0.00226794,0.002230741,0.124321],"category_scores_gemma":[0.0119188,0.0006265243,0.001429885,0.005216252,0.0002837305,0.001175099,0.001447913,0.001671641,0.05148939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313668,"about_ca_system_score_gemma":0.002188866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03796698,"about_ca_topic_score_gemma":0.06894706,"domain_scores_codex":[0.9990547,0.0001291088,0.0001756704,0.0003474167,0.0001492028,0.0001438109],"domain_scores_gemma":[0.9950046,0.002107717,0.0008685318,0.000601875,0.001078381,0.0003388538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001246868,0.00001578963,0.002575956,0.001782883,0.0001064546,0.00001958488,0.00001508172,0.0002280431,0.00005027504,0.0003317403,0.9927072,0.002042487],"study_design_scores_gemma":[0.001587223,0.00005553724,0.03145844,0.003215389,0.0003756915,0.0001512746,0.000135134,0.0007243024,0.0002820414,0.002536358,0.9594128,0.00006581017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009362772,0.00006908359,0.00002122643,0.00004937722,0.0000138734,0.000005211771,0.9993061,0.00003619025,0.0004052847],"genre_scores_gemma":[0.001355942,0.0001206111,0.0002327796,0.0001687978,0.00001702164,0.0001114373,0.9966152,0.00006016279,0.001318155],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.124321,"threshold_uncertainty_score":0.4158952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555152757820686,"score_gpt":0.2780697555046029,"score_spread":0.2225182279263961,"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."}}