{"id":"W3026443735","doi":"10.3390/metabo10050207","title":"Systems Biology ARDS Research with a Focus on Metabolomics","year":2020,"lang":"en","type":"review","venue":"Metabolites","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Health Solutions; Canadian Intensive Care Foundation","keywords":"ARDS; Acute respiratory distress; Medicine; Intensive care medicine; Identification (biology); Sepsis; Pneumonia; Bioinformatics; Biology; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001714837,0.0009670786,0.001780661,0.004013841,0.000370376,0.001919028,0.0008418944,0.001531428,0.005855762],"category_scores_gemma":[0.003093936,0.0002981414,0.001839205,0.003816522,0.0007467886,0.001863088,0.001106046,0.002150706,0.001915304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270557,"about_ca_system_score_gemma":0.003314413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991176,"about_ca_topic_score_gemma":0.002825148,"domain_scores_codex":[0.999356,0.000179255,0.0001138379,0.00009781888,0.0001963599,0.00005674263],"domain_scores_gemma":[0.9976323,0.001667592,0.0001669607,0.00007514725,0.0003950474,0.00006290307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020585,0.00007394823,0.0003345681,0.1201153,0.0005814005,0.0002073352,0.0002115635,0.0006090768,0.002124141,0.01536899,0.03670288,0.8235687],"study_design_scores_gemma":[0.00001892848,0.0001122749,0.001202766,0.03833355,0.000589583,0.0007200745,0.0001393638,0.0001735662,0.000601382,0.007398413,0.9506785,0.00003154651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000074877,0.9979418,0.0002052192,0.0005865396,0.0003020264,0.00000846856,0.00003360345,0.00001035318,0.0008371563],"genre_scores_gemma":[0.0006343818,0.9981272,0.0002902806,0.0003313901,0.000180704,0.00001252626,0.00005032346,0.000002668318,0.0003705729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005855762,"threshold_uncertainty_score":0.01958948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2148613999839221,"score_gpt":0.4360505767645868,"score_spread":0.2211891767806647,"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."}}