{"id":"W2340954749","doi":"10.1177/0885066616643529","title":"Prediction and Outcome of Intensive Care Unit-Acquired Paresis","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care unit; Confidence interval; Relative risk; Paresis; Intensive care; Mechanical ventilation; Internal medicine; Surgery; Intensive care medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001621461,0.0002463718,0.001079526,0.0003950075,0.00004306785,0.000004224688,0.00008678422,0.0001199427,0.0001177531],"category_scores_gemma":[0.01031319,0.0001225071,0.0002137057,0.0001746777,0.0003877651,0.00009951153,0.00004651467,0.0001434958,0.000002845282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456148,"about_ca_system_score_gemma":0.0001012101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000926048,"about_ca_topic_score_gemma":0.00002084646,"domain_scores_codex":[0.997981,0.00006362985,0.0009853218,0.0002092693,0.000551276,0.0002094783],"domain_scores_gemma":[0.9573928,0.000387346,0.0006612626,0.000258383,0.04100972,0.0002905394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000996967,0.0000418351,0.9240725,0.0002892926,0.0007186624,0.0006591736,0.01143195,6.687101e-7,0.01228261,0.00002969022,0.03072069,0.01875598],"study_design_scores_gemma":[0.01068526,0.008166533,0.5820614,0.007000082,0.001863315,0.001352677,0.3659925,0.000002125759,0.01813458,0.00003661219,0.004558977,0.0001459538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955448,0.01701751,0.0000903774,0.02560487,0.00120432,0.0003030234,0.00005204353,0.0000147757,0.0002650881],"genre_scores_gemma":[0.9886601,0.002198834,0.000105116,0.008304974,0.0005932939,0.000006462274,0.00001594504,0.00002723534,0.00008802507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545606,"threshold_uncertainty_score":0.9980233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187868447061765,"score_gpt":0.3644324053527888,"score_spread":0.2456455606466123,"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."}}