{"id":"W4392459278","doi":"10.3390/idr16020017","title":"Tackling Infectious Diseases with Rapid Molecular Diagnosis and Innovative Prevention","year":2024,"lang":"en","type":"article","venue":"Infectious Disease Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Context (archaeology); Adaptability; Translational research; Engineering ethics; Pathology; Management; Engineering","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":[0.007754,0.001175297,0.001392339,0.00247439,0.0008426094,0.00591897,0.001684891,0.003743962,0.004344865],"category_scores_gemma":[0.007541439,0.0004376885,0.001187874,0.0008077187,0.003269132,0.005137125,0.004288715,0.00540418,0.001929942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164831,"about_ca_system_score_gemma":0.004410435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294509,"about_ca_topic_score_gemma":0.000742752,"domain_scores_codex":[0.9953982,0.00188029,0.0003563977,0.0005200791,0.001381795,0.0004631055],"domain_scores_gemma":[0.9933055,0.003111047,0.0009948672,0.0006177386,0.001223789,0.0007469867],"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":[0.0003273743,0.001341325,0.01178776,0.00789187,0.0003936337,0.00191316,0.002598543,0.002876689,0.05449495,0.1173219,0.05279099,0.7462619],"study_design_scores_gemma":[0.0001043973,0.001857123,0.007472412,0.006160047,0.0004010425,0.006048219,0.004519488,0.005212163,0.03974492,0.1323987,0.7958493,0.000232172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03240567,0.5070658,0.202333,0.2069628,0.01102778,0.0006275115,0.000342559,0.001116553,0.03811843],"genre_scores_gemma":[0.2469535,0.4042773,0.2832906,0.04054588,0.0116255,0.0006780993,0.0004920769,0.0002101691,0.01192686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007754,"threshold_uncertainty_score":0.04100758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00466896529620552,"score_gpt":0.2368193640285831,"score_spread":0.2321503987323776,"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."}}