{"id":"W2617906305","doi":"10.1007/s00134-017-4793-1","title":"Real -time PCR for early microbiological diagnosis: is it time?","year":2017,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Real-time polymerase chain reaction; Intensive care medicine; Emergency medicine; Medical emergency; Anesthesia; Genetics; Biology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008437876,0.00105566,0.001831949,0.001038579,0.00111706,0.003307743,0.002214679,0.01805295,0.004938902],"category_scores_gemma":[0.04529664,0.0007293111,0.001135608,0.0006334519,0.004295797,0.006718228,0.0008845751,0.02786207,0.006007994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186533,"about_ca_system_score_gemma":0.001690733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009218775,"about_ca_topic_score_gemma":0.001485287,"domain_scores_codex":[0.9903129,0.004581064,0.001331186,0.0007493098,0.002281728,0.0007437588],"domain_scores_gemma":[0.9517397,0.0369163,0.00188827,0.001434591,0.005803572,0.002217539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005152847,0.0003144566,0.01081935,0.0009061451,0.00008544968,0.0288955,0.0006995112,0.0005833245,0.004049756,0.01283511,0.7608371,0.1794591],"study_design_scores_gemma":[0.0004266304,0.0009249704,0.005614666,0.00361385,0.0002311535,0.07730013,0.002857343,0.005372024,0.005274861,0.07457491,0.8234304,0.0003790482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00158226,0.01376646,0.002624187,0.9588042,0.01978749,0.0000255717,0.00003584231,0.00009280135,0.003281135],"genre_scores_gemma":[0.05066152,0.02124957,0.01188882,0.7285035,0.1823516,0.0001702333,0.0001174978,0.0001372554,0.00492006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01805295,"threshold_uncertainty_score":0.04462427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03698354693348625,"score_gpt":0.307285030011598,"score_spread":0.2703014830781117,"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."}}