{"id":"W3173732943","doi":"10.18617/liinc.v17i1.5711","title":"O nascimento do saber infodemiológico","year":2021,"lang":"pt","type":"article","venue":"Liinc em Revista","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01739656,0.0008120168,0.001253888,0.00830798,0.00581983,0.02079899,0.002204838,0.005475703,0.009412856],"category_scores_gemma":[0.05122171,0.0006244867,0.0009862164,0.00588497,0.01840777,0.02304498,0.01127239,0.008757359,0.002705399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008647934,"about_ca_system_score_gemma":0.01063824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004967448,"about_ca_topic_score_gemma":0.005363942,"domain_scores_codex":[0.9832314,0.008157425,0.0006951363,0.00218763,0.004569939,0.001158495],"domain_scores_gemma":[0.9469855,0.02940806,0.004588065,0.01076955,0.005498001,0.002750795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00012595,0.0001153331,0.005667336,0.001186287,0.00004049231,0.0008556145,0.02796381,0.0007584656,0.001239682,0.6950631,0.0320204,0.2349636],"study_design_scores_gemma":[0.000019818,0.00007805782,0.002022036,0.001750474,0.0000254197,0.0009036934,0.008515934,0.0006649021,0.0007757826,0.06558111,0.919611,0.00005168585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07930147,0.104883,0.05377169,0.2925743,0.01309518,0.0002803376,0.00075356,0.001141902,0.4541986],"genre_scores_gemma":[0.8122887,0.06550331,0.03214974,0.02714046,0.01170518,0.0002848462,0.0004899166,0.0006698537,0.049768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02079899,"threshold_uncertainty_score":0.09200287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804611513749748,"score_gpt":0.29856169450231,"score_spread":0.2805155793648125,"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."}}