{"id":"W6957921192","doi":"10.6084/m9.figshare.15094858","title":"Additional file 1 of Validity of administrative data in recording sepsis: a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"MEDLINE; Data collection; Information system; Systematic review","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006365859,0.00182937,0.00506496,0.01235579,0.0009620334,0.001967412,0.001752682,0.002081065,0.6178822],"category_scores_gemma":[0.08078043,0.001003927,0.004617604,0.01535029,0.0006270775,0.004502845,0.00193983,0.001139308,0.01529172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003871399,"about_ca_system_score_gemma":0.007466751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054757,"about_ca_topic_score_gemma":0.02705967,"domain_scores_codex":[0.9954417,0.001003464,0.002221601,0.0004908963,0.0005366111,0.000305787],"domain_scores_gemma":[0.9127527,0.06898916,0.01044611,0.001099537,0.006106352,0.0006061603],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001600659,0.00006623994,0.002564848,0.8247123,0.001378626,0.0001473811,0.0002528275,0.0004184677,0.0002171015,0.00155666,0.153977,0.01310779],"study_design_scores_gemma":[0.03174493,0.001087486,0.04639872,0.6105883,0.01563411,0.000939128,0.001422495,0.002580122,0.0009188094,0.008168878,0.2800736,0.0004434705],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008938733,0.003000109,0.0004007368,0.000646401,0.0001253304,0.004195667,0.988511,0.000111921,0.00211498],"genre_scores_gemma":[0.0754281,0.02375272,0.02427893,0.005460849,0.00117094,0.2294245,0.6120343,0.00068028,0.02776933],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9936342,"threshold_uncertainty_score":0.5450447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4811582995610729,"score_gpt":0.4321182465547241,"score_spread":0.04904005300634873,"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."}}