{"id":"W4392304367","doi":"10.22354/24223794.1156","title":"Proceedings Rita Colombia 2023","year":2024,"lang":"en","type":"article","venue":"Infectio","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008134933,0.001279152,0.0005830647,0.001255438,0.001804722,0.004052865,0.000893804,0.002156581,0.4192519],"category_scores_gemma":[0.0008504296,0.000264903,0.0006211565,0.0005514286,0.0005015605,0.0007961551,0.001720288,0.002313287,0.1573096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327009,"about_ca_system_score_gemma":0.001819431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095465,"about_ca_topic_score_gemma":0.02385948,"domain_scores_codex":[0.9993708,0.0000860878,0.00002694139,0.0001119095,0.0002744931,0.0001298472],"domain_scores_gemma":[0.9993981,0.00006379795,0.00003592035,0.00004619827,0.0002305378,0.0002253355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00019066,0.00007167663,0.0003356203,0.0003046005,0.00001503453,0.0004991365,0.00004905513,0.0000808969,0.001566586,0.002824451,0.921626,0.07243631],"study_design_scores_gemma":[0.000007416194,0.0000137974,0.0005456544,0.00007893809,0.000002870013,0.000120411,0.00004789764,0.00003213731,0.0001912882,0.000171578,0.9987833,0.000004787694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002813518,0.02414924,0.001094077,0.01308492,0.03824217,0.00036132,0.004892488,0.0009975765,0.9143648],"genre_scores_gemma":[0.008650608,0.006941804,0.001283834,0.001903945,0.003934554,0.0001692434,0.002810204,0.0003433486,0.9739624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4192519,"threshold_uncertainty_score":0.8283666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006166470136194846,"score_gpt":0.2424397019833854,"score_spread":0.2362732318471906,"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."}}