{"id":"W2474139679","doi":"10.1080/1120009x.2001.11782321","title":"Infectious Diseases on the 21<sup>st</sup> Century Doorstep","year":2001,"lang":"en","type":"article","venue":"Journal of Chemotherapy","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Modalities; Infectious disease (medical specialty); Health professionals; Medicine; Clinical microbiology; Disease; Health care; Political science; Sociology; Biology; Pathology; Microbiology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002785809,0.0001353666,0.0002753859,0.0001880284,0.0001351786,0.00005513584,0.000115334,0.00006956911,0.001596575],"category_scores_gemma":[0.00009636963,0.0000726451,0.0002920782,0.0003257596,0.00008075007,0.0001024376,0.0000122512,0.0004743846,0.0000506069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122131,"about_ca_system_score_gemma":0.0001138658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001055869,"about_ca_topic_score_gemma":0.000001653275,"domain_scores_codex":[0.9988027,0.00007157268,0.0003045518,0.0001036144,0.0004774539,0.0002400651],"domain_scores_gemma":[0.9990664,0.0001460999,0.0001485354,0.0002134555,0.0002285203,0.0001970543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006398205,0.005227263,0.2630557,0.0001564391,0.001806628,0.00119068,0.001491548,0.0008703856,0.01279896,0.001608077,0.215958,0.4894381],"study_design_scores_gemma":[0.008290634,0.00409429,0.07150738,0.0004255787,0.0001506591,0.003686023,0.0004591373,0.001049706,0.004329214,0.001402021,0.9043301,0.0002752092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750007,0.00108775,0.0001130596,0.0146556,0.0001550839,0.0002036076,0.000003716982,0.00002563253,0.008754817],"genre_scores_gemma":[0.9872311,0.006082926,0.00002191996,0.004165145,0.001167989,0.000003941159,0.000001533395,0.00002742473,0.001298058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6883722,"threshold_uncertainty_score":0.9993161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575297270851225,"score_gpt":0.3037040473023344,"score_spread":0.2879510745938221,"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."}}