{"id":"W2330307979","doi":"10.1097/ccm.0000000000000609","title":"The Unmet Need for Addressing Cardiac Issues in Intensive Care Research*","year":2014,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Intensive care unit; Intensive care medicine; Observational study; Population; Psychological intervention; Clinical trial; Intensive care; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2303205,0.0009598982,0.003213616,0.0141595,0.003259708,0.01624814,0.004225675,0.01015097,0.01553055],"category_scores_gemma":[0.3820179,0.00127719,0.002190472,0.01926863,0.009938825,0.01897037,0.01013811,0.007962218,0.002391729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104846,"about_ca_system_score_gemma":0.07005688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184224,"about_ca_topic_score_gemma":0.03515044,"domain_scores_codex":[0.786731,0.1458927,0.03452222,0.008955471,0.0186808,0.005217847],"domain_scores_gemma":[0.2192108,0.5721531,0.07805806,0.01792822,0.06512069,0.04752919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009513306,0.0003429078,0.07200558,0.09980278,0.001611102,0.0006844673,0.0039156,0.0008718473,0.00138234,0.02692044,0.2597646,0.5317469],"study_design_scores_gemma":[0.001003353,0.0009075147,0.1445128,0.2285516,0.002153565,0.002893589,0.01869428,0.001679099,0.0005260428,0.05817632,0.5404416,0.0004601474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006819146,0.3126263,0.001145053,0.6699125,0.004305903,0.0001617041,0.001182301,0.00005641352,0.003790678],"genre_scores_gemma":[0.1494328,0.4154736,0.03543861,0.3532474,0.03959421,0.00152434,0.003864092,0.0001768694,0.001248144],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2303205,"threshold_uncertainty_score":0.9491519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3284510890583197,"score_gpt":0.582853921116124,"score_spread":0.2544028320578043,"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."}}