{"id":"W4307042006","doi":"10.1016/j.matbio.2022.10.003","title":"Degradomics technologies in matrisome exploration","year":2022,"lang":"en","type":"review","venue":"Matrix Biology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Novo Nordisk Fonden; Novo Nordisk","keywords":"Computational biology; Chemistry; Biology","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":[0.002609672,0.001429218,0.001404281,0.004044991,0.0007616778,0.003646283,0.001428805,0.002143102,0.00576611],"category_scores_gemma":[0.001585378,0.0008092002,0.001015157,0.00366801,0.00182598,0.00464835,0.002786649,0.004405976,0.005428995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264477,"about_ca_system_score_gemma":0.0009747099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004196849,"about_ca_topic_score_gemma":0.0005215711,"domain_scores_codex":[0.9985667,0.0002837428,0.00007594115,0.0003080049,0.0006472849,0.0001183362],"domain_scores_gemma":[0.9990972,0.0003847891,0.0001018497,0.0001077548,0.0002151693,0.00009321672],"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":[0.0002981882,0.0002207027,0.001819304,0.007734317,0.0002635492,0.001592098,0.0008892968,0.002543023,0.1294046,0.1239511,0.04567976,0.685604],"study_design_scores_gemma":[0.00002357015,0.0001993303,0.001532696,0.001418866,0.00007084035,0.00309539,0.0003458098,0.00453932,0.0664193,0.06374884,0.8584332,0.0001728353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009535003,0.7465132,0.1974308,0.005522793,0.002157985,0.0001962622,0.001388929,0.001975204,0.03527993],"genre_scores_gemma":[0.06050362,0.6881565,0.2208754,0.004002971,0.002381277,0.0004828778,0.002648473,0.0006271202,0.02032177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00576611,"threshold_uncertainty_score":0.01928961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878021764178267,"score_gpt":0.3823468319278974,"score_spread":0.3135666142861148,"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."}}