{"id":"W2007378122","doi":"10.1097/01.idc.0000217664.73871.96","title":"Snapshots for March 2006","year":2006,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009907725,0.0002048929,0.0005052091,0.0001373762,0.00009880947,0.00004923247,0.0001211537,0.0002260928,0.0001385272],"category_scores_gemma":[0.02007742,0.0001991017,0.0003796011,0.0003721654,0.0002659945,0.0002773204,0.00005877742,0.0005117767,0.0001146149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737939,"about_ca_system_score_gemma":0.0003501804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003220997,"about_ca_topic_score_gemma":0.0002071286,"domain_scores_codex":[0.9974184,0.00022458,0.001060738,0.0005390272,0.0003091407,0.0004481044],"domain_scores_gemma":[0.9900883,0.008505192,0.000325543,0.0004843379,0.0003948259,0.000201827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004137504,0.00678623,0.8415833,0.0002790849,0.0001235193,0.0004103583,0.000007916768,0.0001130922,0.0001579899,0.003421328,0.1288657,0.01411397],"study_design_scores_gemma":[0.005918278,0.0008372713,0.554614,0.0001486666,0.0005500691,0.0000857733,0.00003773294,0.0001599717,0.00003694044,0.00673159,0.4305409,0.0003388048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7864016,0.002973828,0.009056798,0.01152901,0.002998892,0.004908991,0.0004341143,0.0005890286,0.1811077],"genre_scores_gemma":[0.9906016,0.0001950031,0.00272982,0.003973369,0.001270276,0.0001465019,0.0000805833,0.00005154036,0.0009512858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3016752,"threshold_uncertainty_score":0.9881769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290022319413693,"score_gpt":0.4251651494871842,"score_spread":0.3922649262930473,"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."}}