{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392241,0.0006730035,0.0008431933,0.0007295635,0.002278605,0.007886915,0.0008889324,0.004940275,0.0763913],"category_scores_gemma":[0.009536249,0.000361995,0.0005342608,0.0007580482,0.003404787,0.006990483,0.004067303,0.006669636,0.03536553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353237,"about_ca_system_score_gemma":0.003513798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558081,"about_ca_topic_score_gemma":0.004573334,"domain_scores_codex":[0.9974802,0.0005560548,0.0002172004,0.0001674826,0.001168292,0.0004107409],"domain_scores_gemma":[0.9903841,0.002903784,0.0006700896,0.0005960864,0.002023778,0.003422029],"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":[0.00007023504,0.00006137921,0.00141968,0.0003492085,0.00002244363,0.0003201728,0.0003705096,0.00008870568,0.0008029657,0.02515781,0.7869224,0.1844144],"study_design_scores_gemma":[0.000005364931,0.00002868423,0.001006562,0.0003310178,0.000005580896,0.0003181713,0.0007818951,0.00002468468,0.00008468581,0.005651204,0.9917503,0.00001180205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003648972,0.09132642,0.002508069,0.714396,0.1084601,0.00004804096,0.0003101247,0.0006155503,0.07868674],"genre_scores_gemma":[0.0465752,0.1700386,0.009718097,0.4144282,0.08697109,0.0001097826,0.000653227,0.0003686216,0.2711372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0763913,"threshold_uncertainty_score":0.2555544,"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."}}