{"id":"W3016668438","doi":"10.1701/3347.33181","title":"Pandemie post-normali. Perché CoViD-19 richiede un nuovo approccio alla scienza","year":2020,"lang":"en","type":"article","venue":"Recenti Progressi in Medicina","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Guelph","funders":"Economic and Social Research Council","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Covenant; 2019-20 coronavirus outbreak; New normal; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Falling (accident); Virology; Health science; Coronavirus Infections; Political science; Medicine; Law; Infectious disease (medical specialty); Medical education; Environmental health; Disease","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003497213,0.000359333,0.0004003792,0.0005362756,0.00357575,0.004558318,0.0007396931,0.00397467,0.0440421],"category_scores_gemma":[0.01191826,0.0002244756,0.0005372597,0.0004515224,0.002751504,0.00283893,0.003679276,0.007930532,0.01260751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494385,"about_ca_system_score_gemma":0.005302131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01535793,"about_ca_topic_score_gemma":0.02328581,"domain_scores_codex":[0.9975073,0.0006105939,0.0001150357,0.000430258,0.0006512396,0.0006856463],"domain_scores_gemma":[0.9963994,0.00064049,0.0003960419,0.0003860145,0.0008304139,0.001347643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003458211,0.0002635565,0.01106912,0.0002925652,0.00004423907,0.001244328,0.002432878,0.00009745437,0.001083291,0.1609904,0.6525343,0.1696021],"study_design_scores_gemma":[0.00001078321,0.00008310879,0.006830309,0.0002004505,0.00000932694,0.0004384365,0.0005939852,0.00003529026,0.000263285,0.004861211,0.9866545,0.00001927549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02291515,0.02173621,0.002471907,0.5057626,0.03207219,0.0001823161,0.001908506,0.0005271432,0.412424],"genre_scores_gemma":[0.2261096,0.01667974,0.003071557,0.2598912,0.009845235,0.0003510353,0.002036938,0.0006301866,0.4813844],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9964243,"threshold_uncertainty_score":0.1473355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2252501477112657,"score_gpt":0.4599019582841646,"score_spread":0.2346518105728989,"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."}}