{"id":"W1991071181","doi":"10.4103/0972-5229.56049","title":"GAP between knowledge and skills for the implementation of the ACCM/PALS septic shock guidelines in India: Is the bridge too far?","year":2009,"lang":"en","type":"article","venue":"Indian Journal of Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Septic shock; Bridge (graph theory); Shock (circulatory); Psychology; Computer science; Medicine; Sepsis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008452848,0.0001644208,0.0005104374,0.0001323895,0.0001138294,0.000015582,0.0002039661,0.00007444849,0.00008453409],"category_scores_gemma":[0.001472657,0.00006754641,0.0001775007,0.0002422125,0.0002938427,0.00006342871,0.00002722071,0.0002687651,9.26117e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000941616,"about_ca_system_score_gemma":0.0001846113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004351975,"about_ca_topic_score_gemma":0.00003975349,"domain_scores_codex":[0.9982007,0.0001047054,0.000888331,0.00013559,0.0004235712,0.0002470647],"domain_scores_gemma":[0.9968802,0.001777339,0.0001984989,0.0002390637,0.0007566184,0.0001482601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001101188,0.0003172536,0.5306372,0.0003956981,0.0003369229,0.0001290117,0.03668948,0.00000100138,0.0002170737,0.0009255175,0.03505512,0.3951856],"study_design_scores_gemma":[0.003633166,0.002002138,0.9741392,0.0006966904,0.0009960755,0.0002016081,0.01132064,0.000002745558,0.002550756,0.0009991637,0.003384755,0.00007303545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833054,0.0150414,0.00005677705,0.2004379,0.0002506317,0.0007251322,0.00005188743,0.000003090684,0.0001278144],"genre_scores_gemma":[0.9911986,0.000316077,0.00009997928,0.007520092,0.0008141326,0.0000150193,0.000005714117,0.00001201005,0.00001836872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.443502,"threshold_uncertainty_score":0.2754463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040475990318552,"score_gpt":0.4731020872751405,"score_spread":0.3690544882432852,"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."}}