{"id":"W4406565022","doi":"10.1016/j.ypdi.2013.01.003","title":"10.1016/j.ypdi.2013.01.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Etiology; Pneumonia; Staphylococcus aureus; Community-acquired pneumonia; Intensive care medicine; Methicillin-resistant Staphylococcus aureus; Microbiology; Internal medicine; Bacteria; Biology","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":[0.0007483863,0.0010407,0.0005569261,0.00154292,0.0007861718,0.002713565,0.0009506571,0.003145048,0.8847727],"category_scores_gemma":[0.001406218,0.0003856996,0.0005284227,0.0008225639,0.0007895649,0.001954931,0.001301461,0.001625539,0.8367148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007979186,"about_ca_system_score_gemma":0.001048715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707611,"about_ca_topic_score_gemma":0.001488974,"domain_scores_codex":[0.9996612,0.00003126873,0.0000299922,0.00008723424,0.0001018101,0.00008852014],"domain_scores_gemma":[0.9990528,0.000164825,0.000125647,0.00005560555,0.0001829025,0.0004181356],"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":[0.0003117712,0.0002852226,0.006930979,0.0005432751,0.00003990044,0.0006286359,0.00013038,0.0001986695,0.001113033,0.004219064,0.2537562,0.7318428],"study_design_scores_gemma":[0.00005812914,0.0001347154,0.006524709,0.0009678116,0.00003896347,0.004779628,0.0003214051,0.0002541198,0.0006837233,0.003133293,0.9830773,0.00002610809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008040147,0.02302879,0.003527383,0.01178033,0.003244462,0.0001200935,0.003331668,0.002137961,0.9447891],"genre_scores_gemma":[0.02216738,0.009125899,0.003079166,0.003434891,0.001125965,0.00009586392,0.002322627,0.0003599813,0.9582884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1152273,"threshold_uncertainty_score":0.1643577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007357670566351331,"score_gpt":0.2076380286098456,"score_spread":0.2002803580434942,"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."}}