{"id":"W2118671970","doi":"10.1186/cc2196","title":"The PIRO concept: O is for organ dysfunction.","year":2003,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Organ dysfunction; Intensive care medicine; Internal medicine; Sepsis","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":[0.0033439,0.0009273448,0.0007979989,0.001716912,0.001468244,0.003850975,0.001872379,0.004270345,0.01214329],"category_scores_gemma":[0.008521329,0.0002058613,0.000810911,0.0007884905,0.00946869,0.006712728,0.004812684,0.007084434,0.004551395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010509,"about_ca_system_score_gemma":0.003365761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007639381,"about_ca_topic_score_gemma":0.000829183,"domain_scores_codex":[0.9981899,0.0004812238,0.0001872314,0.0002608675,0.0006788803,0.0002020468],"domain_scores_gemma":[0.997056,0.0009680469,0.0004905221,0.0003341326,0.0004662185,0.0006850923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002237156,0.00009389607,0.001988342,0.002305191,0.00009195789,0.003810491,0.001164866,0.0002888457,0.001224013,0.4740029,0.2276976,0.2871082],"study_design_scores_gemma":[0.00004588706,0.000180725,0.001446185,0.001893372,0.00005861124,0.01453171,0.0008880232,0.000481352,0.0005613239,0.2947636,0.6850912,0.00005800978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00775092,0.1781415,0.07472926,0.3530064,0.07703345,0.0001926274,0.0006028793,0.001144213,0.3073988],"genre_scores_gemma":[0.3665075,0.162787,0.03818846,0.1424196,0.1213233,0.0007309173,0.0004928606,0.0009343983,0.166616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01214329,"threshold_uncertainty_score":0.04062331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236551575940124,"score_gpt":0.3338880754707486,"score_spread":0.3015225597113473,"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."}}