{"id":"W4406455397","doi":"10.1016/j.ymed.2016.08.001","title":"10.1016/j.ymed.2016.08.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Staphylococcus aureus; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001866245,0.0001434348,0.0002645328,0.0001125806,0.00008662658,0.00001577368,0.00007921256,0.0001152726,0.9991589],"category_scores_gemma":[0.0001329684,0.0001314125,0.00007344332,0.0002078897,0.00002995145,0.00005877676,0.00001735943,0.0002126596,0.9978566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123631,"about_ca_system_score_gemma":0.000105479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001563737,"about_ca_topic_score_gemma":6.913376e-7,"domain_scores_codex":[0.9988732,0.0000530032,0.0002504855,0.000244673,0.0002280729,0.0003506096],"domain_scores_gemma":[0.9990109,0.00007880275,0.00003119919,0.0003923716,0.000169207,0.0003174731],"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":[0.0002167137,0.0000644582,0.000001310451,0.00002305548,0.00002030128,0.00001709615,0.000009370019,0.000008813205,0.00005089177,0.000001546638,0.389044,0.6105424],"study_design_scores_gemma":[0.001049767,0.0004604288,0.0002249259,0.00006314494,0.00003661804,0.00008244532,6.764188e-7,0.0002134376,0.00007879263,0.000003694333,0.9976558,0.0001302636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006600998,0.0001129209,6.467419e-7,0.00323105,0.0000068574,0.000493291,0.00001303231,0.0002637022,0.9952184],"genre_scores_gemma":[0.0009072368,6.800184e-7,0.00007290198,0.0006243731,0.0006717253,0.00005029772,0.00003250626,0.00003115637,0.9976091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6104122,"threshold_uncertainty_score":0.5358846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009775470299530695,"score_gpt":0.2303556018313092,"score_spread":0.2205801315317785,"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."}}