{"id":"W4411310142","doi":"10.1007/978-1-0716-4615-1_25","title":"Isotope Labeling Techniques for Virus-Infected Cells","year":2025,"lang":"en","type":"review","venue":"Methods in molecular biology","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Isotope; Virology; Biology; Chemistry; Radiochemistry; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009318019,0.001677481,0.001444457,0.002379355,0.0003753541,0.0008546762,0.001776228,0.00138743,0.002944257],"category_scores_gemma":[0.000541016,0.0005936612,0.0006716055,0.002344483,0.0009567318,0.001480309,0.001058491,0.002771534,0.004106745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226282,"about_ca_system_score_gemma":0.0007802147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304528,"about_ca_topic_score_gemma":0.001808174,"domain_scores_codex":[0.9997543,0.00003085249,0.00001866587,0.00005102603,0.0001190109,0.00002608049],"domain_scores_gemma":[0.9998037,0.00008700082,0.00002487559,0.0000174838,0.00005279322,0.00001407189],"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":[0.0001071632,0.00009507845,0.00007646794,0.009974342,0.00007554247,0.0001751791,0.00006179525,0.0007286209,0.05852,0.01625447,0.02459192,0.8893393],"study_design_scores_gemma":[0.00001615201,0.0000777004,0.0002517805,0.0007079862,0.0000615012,0.0005151817,0.00001683136,0.0003201456,0.03365831,0.003736243,0.9605973,0.00004086156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005068808,0.9829671,0.01024285,0.0002984309,0.0008075417,0.0000345145,0.0001061517,0.0001235325,0.004912895],"genre_scores_gemma":[0.002315745,0.9827306,0.007811016,0.0003448989,0.0002899304,0.00005974077,0.0002437645,0.00003213961,0.006172235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002944257,"threshold_uncertainty_score":0.009849548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567661632960809,"score_gpt":0.4555196152334742,"score_spread":0.4198429989038661,"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."}}