{"id":"W4386571362","doi":"10.1007/s40506-023-00267-6","title":"Antibacterial Alternatives to a Dying Antibiotic Pipeline","year":2023,"lang":"en","type":"article","venue":"Current treatment options in infectious diseases/Current treatment options in infectious disease","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Antimicrobial; Antibiotics; Medicine; Antibiotic resistance; Pathogenic bacteria; Bacteria; Anti-Infective Agents; Intensive care medicine; Microbiology; Biotechnology; Biology","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":[0.002267944,0.0005723843,0.0006472588,0.000757101,0.001024097,0.003110464,0.001048,0.002343176,0.02286366],"category_scores_gemma":[0.002454492,0.0002314855,0.0005293583,0.0003823262,0.003081693,0.006503314,0.003089244,0.006550439,0.004382243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135968,"about_ca_system_score_gemma":0.002227115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003363324,"about_ca_topic_score_gemma":0.0008870444,"domain_scores_codex":[0.9988997,0.0003356609,0.00004886383,0.00009872808,0.0004388076,0.0001782138],"domain_scores_gemma":[0.9986264,0.0004027278,0.0001548912,0.0001230627,0.0003207992,0.0003721378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006474562,0.000376436,0.0003131891,0.001955728,0.00005154697,0.0005112293,0.0004545305,0.0007640642,0.01186145,0.4711865,0.1582554,0.3536225],"study_design_scores_gemma":[0.000067414,0.0003926556,0.0001766648,0.0006377171,0.00002435318,0.0004124216,0.0003352959,0.0004390029,0.002414446,0.1115552,0.8835237,0.00002125131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01630705,0.4850104,0.024837,0.2859097,0.02001362,0.0001314206,0.000389053,0.0006371915,0.1667646],"genre_scores_gemma":[0.2905649,0.4814181,0.02277438,0.0902667,0.01734811,0.0002488079,0.000460305,0.0003322239,0.09658649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02286366,"threshold_uncertainty_score":0.07648653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309056311980733,"score_gpt":0.3313434176848505,"score_spread":0.2982528545650432,"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."}}