{"id":"W7057901484","doi":"","title":"Lipidomics analysis in cerebrovascular disease and peripheral arterial disease : a systematic review","year":2021,"lang":"en","type":"dissertation","venue":"Repositório Institucional da Universidade Católica Portuguesa (Universidade Católica Portuguesa)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Arterial disease; Lipidomics; Peripheral; Stroke (engine); Vascular disease; Inclusion and exclusion criteria; Lipid profile","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007706855,0.001390488,0.007631694,0.01113461,0.0006809867,0.002487848,0.00140516,0.001738473,0.003247896],"category_scores_gemma":[0.02642705,0.000743682,0.007494862,0.01087885,0.0007493889,0.001928985,0.001293787,0.000852254,0.0002668862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570766,"about_ca_system_score_gemma":0.008940641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245545,"about_ca_topic_score_gemma":0.0159681,"domain_scores_codex":[0.9930321,0.002482554,0.002440491,0.000607543,0.001221612,0.0002156764],"domain_scores_gemma":[0.9757568,0.01760017,0.003908198,0.000355668,0.002120739,0.0002584804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002188871,0.00001703709,0.001760032,0.9584183,0.01305816,0.0001137674,0.0001437895,0.0000784825,0.0001572965,0.0001330329,0.001038871,0.02486233],"study_design_scores_gemma":[0.0003651871,0.0002858042,0.01348708,0.826676,0.1413474,0.0006073032,0.00043496,0.0001587441,0.0002328467,0.0003545522,0.01598266,0.00006754767],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001394108,0.997364,0.0001424054,0.0002417695,0.00008368878,0.0002647987,0.0003538708,0.000005438148,0.0001500007],"genre_scores_gemma":[0.0226484,0.9746101,0.0008991659,0.0005010424,0.0001225065,0.0007604511,0.0003509193,0.000003809792,0.0001036706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01113461,"threshold_uncertainty_score":0.04075819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008419659344128258,"score_gpt":0.2376000201283733,"score_spread":0.2291803607842451,"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."}}