{"id":"W4238173086","doi":"10.32920/14638233","title":"Plasma Peptidome","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Mount Sinai Hospital; St. Michael's Hospital; McMaster University; Kingston General Hospital; Ottawa Hospital; University of Manitoba; St. Boniface Hospital; Clinical Evaluation Research Unit; University of Toronto; Toronto Metropolitan University","funders":"Ontario Institute for Cancer Research","keywords":"Chemistry; Chromatography; Electrospray ionization; Formic acid; Mass spectrometry; Ex vivo; Tandem mass spectrometry; Human plasma; Protein mass spectrometry; Peptide; Electrospray; Biochemistry; In vitro","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004873043,0.000729218,0.0006311866,0.001160995,0.0003660085,0.001499555,0.0004564512,0.0006762729,0.00958295],"category_scores_gemma":[0.0011641,0.0001793435,0.0004445416,0.001673395,0.0001941909,0.0007294957,0.0009459331,0.0008070071,0.007692468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087881,"about_ca_system_score_gemma":0.0006310489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007456911,"about_ca_topic_score_gemma":0.0005443409,"domain_scores_codex":[0.9993733,0.00008710537,0.00007169501,0.0002291457,0.000166091,0.00007271655],"domain_scores_gemma":[0.9995877,0.0001063574,0.00008876596,0.00005443024,0.000117765,0.00004495142],"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":[0.004249844,0.0002094968,0.03732617,0.007405702,0.0005561018,0.004412407,0.0003789729,0.002273304,0.2072106,0.008399943,0.1212744,0.606303],"study_design_scores_gemma":[0.0002068514,0.0003946559,0.07946537,0.0008886687,0.0003332959,0.01348781,0.0003535527,0.005936544,0.04547147,0.01494587,0.8384115,0.0001044191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.2403833,0.09680815,0.0858499,0.01306247,0.002886516,0.001297863,0.4774894,0.005707985,0.07651438],"genre_scores_gemma":[0.4099054,0.04285434,0.07256839,0.006847381,0.001945047,0.001213029,0.4384818,0.0005559679,0.02562865],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9904171,"threshold_uncertainty_score":0.03205812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771164964768146,"score_gpt":0.2854893932569167,"score_spread":0.2677777436092352,"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."}}