{"id":"W4406578173","doi":"10.1016/s1544-8800(07)70193-8","title":"10.1016/s1544-8800(07)70193-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Antibiotics; Medicine; Internal medicine; Cardiology; Intensive care medicine; Biology; Microbiology","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":[0.001167933,0.003378454,0.001957466,0.002707067,0.002506453,0.003830198,0.003284335,0.006590867,0.9889318],"category_scores_gemma":[0.001571854,0.00109889,0.001710357,0.002242617,0.002002978,0.005165594,0.003150233,0.003182577,0.9921089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180916,"about_ca_system_score_gemma":0.001214828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003641759,"about_ca_topic_score_gemma":0.003235709,"domain_scores_codex":[0.9993112,0.00004440692,0.00005844504,0.0002222611,0.0001990345,0.000164576],"domain_scores_gemma":[0.9974904,0.0005866602,0.0001606306,0.0002319958,0.0005249153,0.001005439],"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":[0.0004831997,0.0003258309,0.0008767716,0.0007394005,0.00004693783,0.0002819409,0.0001040795,0.0004303437,0.002746001,0.004363462,0.3476045,0.6419976],"study_design_scores_gemma":[0.00007825583,0.0001652788,0.0009557591,0.0003571455,0.00001637646,0.0004111233,0.0001202406,0.0001886679,0.0005104482,0.0005526666,0.9966185,0.00002550295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005487137,0.0005991245,0.0006644925,0.0005274719,0.0004253632,0.0001193635,0.000676928,0.0008153611,0.9956232],"genre_scores_gemma":[0.0004844794,0.0002233715,0.000308342,0.0001990477,0.00009706865,0.00005266224,0.000340791,0.0001223491,0.9981718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01106822,"threshold_uncertainty_score":0.01578742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003716857419836877,"score_gpt":0.1629441639688499,"score_spread":0.159227306549013,"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."}}