{"id":"W3180694397","doi":"","title":"Tempi di Coronavirus","year":2021,"lang":"it","type":"article","venue":"Revue CMC","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009203616,0.0002362032,0.0006670526,0.00002843035,0.0001629246,0.00003189889,0.0001251163,0.0001797516,0.001568695],"category_scores_gemma":[0.0005460806,0.0001957244,0.0002289476,0.0002866374,0.000143897,0.00004313881,0.0002489842,0.0003253617,0.003301827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008299581,"about_ca_system_score_gemma":0.0001581816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002593938,"about_ca_topic_score_gemma":0.00001673267,"domain_scores_codex":[0.9984494,0.00009178874,0.0003736805,0.0004498783,0.0002015664,0.0004336341],"domain_scores_gemma":[0.9988509,0.0002502612,0.00008773383,0.0004477999,0.0001557225,0.0002076175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004204355,0.002736402,0.6141231,0.006973984,0.001791119,0.03745543,0.003699232,0.00001786462,0.009090788,0.02210511,0.1368596,0.1647269],"study_design_scores_gemma":[0.00114723,0.0001547664,0.09125771,0.00085086,0.0003775287,0.0006156369,0.0008323318,0.00007874017,0.001797309,0.0006265397,0.9019517,0.000309677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3772162,0.2064931,0.0003719541,0.08734748,0.005427079,0.0008157972,0.0001422205,0.0003853827,0.3218008],"genre_scores_gemma":[0.9076411,0.007010228,0.00008717925,0.005652282,0.0009697697,0.00002404923,0.00003086967,0.00002489569,0.07855969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.765092,"threshold_uncertainty_score":0.999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09088788810378402,"score_gpt":0.3339725399058185,"score_spread":0.2430846518020345,"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."}}