{"id":"W4411660661","doi":"10.51847/d2emnwitx1","title":"10.51847/D2eMnwITX1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tertiary care; Antibiotics; Medicine; Emergency medicine; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008626797,0.001132248,0.000757916,0.001015993,0.0008572433,0.002019066,0.001181631,0.00242749,0.9223406],"category_scores_gemma":[0.0007173147,0.0003872549,0.000561763,0.000674382,0.0007221565,0.001160876,0.001445197,0.001185498,0.8509756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104632,"about_ca_system_score_gemma":0.0008510793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821483,"about_ca_topic_score_gemma":0.003959168,"domain_scores_codex":[0.9994327,0.00007729073,0.00004365086,0.0001600848,0.0001458485,0.0001404504],"domain_scores_gemma":[0.9992769,0.0001078972,0.00007507628,0.0000741842,0.0001333438,0.0003326576],"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":[0.00137833,0.001055607,0.006123589,0.0004737449,0.00004218839,0.001034125,0.0001498147,0.0003704822,0.008138919,0.004432223,0.1627711,0.8140299],"study_design_scores_gemma":[0.0002086106,0.0002300457,0.008391331,0.0003683848,0.0000173704,0.001423067,0.0002170568,0.0003969693,0.002079517,0.001739028,0.9849079,0.00002072978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01425224,0.002542904,0.002900022,0.005499109,0.002075701,0.0002617797,0.005268414,0.001190994,0.9660088],"genre_scores_gemma":[0.01230229,0.0006581812,0.001907669,0.0007576389,0.0002503861,0.0001028133,0.001583756,0.0001756602,0.9822617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07765943,"threshold_uncertainty_score":0.1107718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004057711281629757,"score_gpt":0.1706228757071725,"score_spread":0.1665651644255428,"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."}}