{"id":"W3171738231","doi":"10.2991/icres.k.210524.002","title":"Intensive Care Research: Science to Practice, and from Bedside to Bench","year":2021,"lang":"en","type":"article","venue":"Intensive Care Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Bench to bedside; Medicine; Engineering ethics; Management science; Intensive care medicine; Medical physics; Engineering","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":[0.1817359,0.002043777,0.003431539,0.007489213,0.007614365,0.03700679,0.005039623,0.02013237,0.00903834],"category_scores_gemma":[0.2954548,0.00164546,0.00166347,0.005951492,0.0632488,0.03302769,0.0202132,0.0363107,0.006676479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288654,"about_ca_system_score_gemma":0.06109945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177415,"about_ca_topic_score_gemma":0.004679521,"domain_scores_codex":[0.8084918,0.1078372,0.01602932,0.01203991,0.05188567,0.003716036],"domain_scores_gemma":[0.4936932,0.3136375,0.01909401,0.04981614,0.08820134,0.0355577],"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":[0.0002057604,0.0003869198,0.005719813,0.01050745,0.0003536319,0.0006012249,0.0105849,0.0008187114,0.001949333,0.1865269,0.4163502,0.3659951],"study_design_scores_gemma":[0.0001200559,0.0003891443,0.003941912,0.01811985,0.0001229598,0.0008808228,0.01085238,0.0005607277,0.001161448,0.4424533,0.5211733,0.000224054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008865235,0.08714344,0.01360861,0.8700602,0.01602726,0.0001445652,0.0001115697,0.0002626302,0.01175515],"genre_scores_gemma":[0.1032427,0.2700022,0.1146569,0.4263432,0.07348632,0.001044195,0.000451383,0.0008771542,0.009895896],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1817359,"threshold_uncertainty_score":0.961123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4770650627902218,"score_gpt":0.6602466907939083,"score_spread":0.1831816280036865,"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."}}