{"id":"W2169496032","doi":"10.1080/15384101.2015.1069925","title":"Properties of cells through life and death – an acoustic microscopy investigation","year":2015,"lang":"en","type":"article","venue":"Cell Cycle","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Research and Innovation","keywords":"Metaphase; Acoustic microscopy; Biology; Cell; Apoptosis; Programmed cell death; Microscopy; Cell biology; Attenuation; Cell cycle; Materials science; Biophysics; Pathology; Biochemistry; Medicine; Chromosome","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":[0.0003365284,0.0002701454,0.0002349375,0.0009964767,0.0004485926,0.000506359,0.0003810045,0.0004301142,0.001740425],"category_scores_gemma":[0.0004293722,0.0002312552,0.0001712079,0.0006066232,0.0005483117,0.0008052564,0.0004176678,0.0004674891,0.0005994487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885049,"about_ca_system_score_gemma":0.0002193856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005986625,"about_ca_topic_score_gemma":0.0005063431,"domain_scores_codex":[0.9996829,0.00002969084,0.00001695322,0.00005925805,0.0001791971,0.00003198965],"domain_scores_gemma":[0.9996265,0.00008570102,0.00007319437,0.00003987304,0.0001409841,0.00003369859],"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":[0.00006747393,0.00002890602,0.003121024,0.0001044288,0.000008571348,0.00009953075,0.0002899662,0.0002920165,0.9789821,0.001104467,0.000110776,0.01579074],"study_design_scores_gemma":[0.00001352444,0.0004803432,0.05731203,0.00004687619,0.00004396129,0.001360101,0.0008843855,0.007994781,0.913788,0.002223267,0.01580658,0.00004622595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059953,0.008342511,0.069846,0.0002924264,0.00007487906,0.0001395864,0.0005653496,0.0002588424,0.01448515],"genre_scores_gemma":[0.9716296,0.003025953,0.0158374,0.0001197621,0.00003152699,0.0001741598,0.000402504,0.00004490483,0.008734155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001740425,"threshold_uncertainty_score":0.005822301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291513625514079,"score_gpt":0.2519799077570059,"score_spread":0.2190647715018651,"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."}}