{"id":"W4283121599","doi":"10.1093/cid/ciac476","title":"The<i>Staphylococcus aureus</i>Network Adaptive Platform Trial Protocol: New Tools for an Old Foe","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; McGill University Health Centre","funders":"Medical Research Council","keywords":"Medicine; Staphylococcus aureus; Protocol (science); Staphylococcal infections; Microbiology; Bacteria; Biology; Genetics; Pathology","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":[0.1736021,0.001958251,0.003087341,0.001548112,0.002110465,0.005442026,0.002405567,0.01058913,0.02439425],"category_scores_gemma":[0.1832318,0.001382315,0.004263778,0.001921932,0.003357188,0.00450716,0.004686466,0.01225383,0.007687622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261607,"about_ca_system_score_gemma":0.01097951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636803,"about_ca_topic_score_gemma":0.001513678,"domain_scores_codex":[0.8316365,0.1500576,0.009162984,0.002418878,0.004940988,0.001783054],"domain_scores_gemma":[0.888015,0.06577609,0.01247676,0.01840642,0.009188605,0.006137189],"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":[0.2332198,0.003010786,0.003815519,0.02636739,0.005024573,0.00100432,0.001986103,0.003588696,0.005396132,0.09663718,0.4532624,0.1666871],"study_design_scores_gemma":[0.3068016,0.01681306,0.00976085,0.01678036,0.002317871,0.0005244515,0.0003656987,0.006794448,0.003405796,0.05842191,0.5775736,0.0004403384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01125793,0.004463174,0.07984748,0.05467659,0.01938458,0.7692651,0.0124897,0.001904995,0.0467104],"genre_scores_gemma":[0.01754285,0.0007202014,0.07718639,0.01669051,0.001748085,0.8798255,0.001376152,0.0001658611,0.004744473],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1736021,"threshold_uncertainty_score":0.9181065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301698195594474,"score_gpt":0.4209874548551737,"score_spread":0.2908176352957262,"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."}}