{"id":"W7111055851","doi":"10.1371/journal.pgph.0003606.s001","title":"Full questionnaire.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sepsis; Scope (computer science); Identification (biology); Descriptive statistics; Diversity (politics); Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002544202,0.0008101109,0.001006363,0.001076977,0.001012444,0.001629196,0.001150248,0.001151373,0.5250816],"category_scores_gemma":[0.009295234,0.0004611454,0.0004508269,0.001158274,0.0002739485,0.001309561,0.001479832,0.001747699,0.3038923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711638,"about_ca_system_score_gemma":0.003864707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077768,"about_ca_topic_score_gemma":0.01581602,"domain_scores_codex":[0.9986664,0.000349944,0.0001671839,0.0001761266,0.0003881977,0.0002521242],"domain_scores_gemma":[0.9966934,0.0007978211,0.0001364233,0.0002364877,0.00174951,0.000386332],"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":[0.000280774,0.0004528119,0.002797763,0.0007355079,0.000007060111,0.00008727254,0.001070531,0.0001110177,0.000265517,0.001042754,0.8820845,0.1110644],"study_design_scores_gemma":[0.0002378322,0.0002388926,0.01067317,0.0005274867,0.00001025848,0.0001592975,0.00200073,0.0003033574,0.0002598862,0.001141445,0.9844039,0.00004370294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03710447,0.001548943,0.008367369,0.008476903,0.002528738,0.03648963,0.3859385,0.00487883,0.5146666],"genre_scores_gemma":[0.07366145,0.003948627,0.02511263,0.01798994,0.0007989491,0.107884,0.1452796,0.001628202,0.6236966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4749184,"threshold_uncertainty_score":0.6774134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09996460114822946,"score_gpt":0.3672571611052111,"score_spread":0.2672925599569816,"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."}}