{"id":"W4382047181","doi":"10.1007/978-1-0716-3338-0_15","title":"Microscopy-Based Tracking and Quantification Methods to Study Phagosome Resolution","year":2023,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Phagosome; Vesicle; Phagocytosis; Resolution (logic); Microscopy; Materials science; Chemistry; Cell biology; Nanotechnology; Membrane; Biology; Pathology; Computer science; Medicine; Artificial intelligence; Biochemistry","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":[0.001814098,0.000821445,0.0007343234,0.001605483,0.0008751521,0.001587421,0.001832143,0.001573756,0.001407938],"category_scores_gemma":[0.002660177,0.0008131776,0.0006473705,0.001671613,0.0006800214,0.001440975,0.001263558,0.002282836,0.0008472371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209854,"about_ca_system_score_gemma":0.001042406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263067,"about_ca_topic_score_gemma":0.003006199,"domain_scores_codex":[0.9986176,0.0001684528,0.00008380013,0.0002406704,0.0007970262,0.00009241755],"domain_scores_gemma":[0.9979312,0.0006810122,0.0003454918,0.000394753,0.000571255,0.00007621427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008062433,0.00008115445,0.001088726,0.0002662084,0.00005867716,0.0000396777,0.00008507396,0.003641295,0.9369854,0.01001388,0.00147778,0.04618158],"study_design_scores_gemma":[0.00001788926,0.00004853538,0.002786926,0.0000402617,0.00004948463,0.0003281662,0.00003704793,0.1059991,0.8799393,0.00235922,0.00832749,0.00006646114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0360933,0.00246298,0.9562854,0.0003843402,0.000138766,0.000115277,0.0004509533,0.001263213,0.002805842],"genre_scores_gemma":[0.2324106,0.003856568,0.7529419,0.0006621153,0.0001172921,0.0006881733,0.001001552,0.000820254,0.007501502],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002263067,"threshold_uncertainty_score":0.01603371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782714069732392,"score_gpt":0.4385402550923578,"score_spread":0.3907131143950339,"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."}}