{"id":"W1985390895","doi":"10.1121/1.4805272","title":"An analysis of the acoustic properties of the cell cycle and apoptosis in MCF-7 cells","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interphase; Materials science; Metaphase; Apoptosis; Acoustic impedance; Propidium iodide; Cell cycle; Attenuation; Annexin; Chemistry; Electrical impedance; Biology; Programmed cell death; Cell biology; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009112717,0.0001395763,0.0004429227,0.00005198656,0.0001911817,0.00003257617,0.001436715,0.00007114172,0.0002315809],"category_scores_gemma":[0.0001232673,0.00005113287,0.0003940344,0.0009827724,0.001713864,0.0001313481,0.0001652082,0.0005022394,0.000002106397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717561,"about_ca_system_score_gemma":0.0001242271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003958637,"about_ca_topic_score_gemma":0.00008106307,"domain_scores_codex":[0.9975873,0.0005319712,0.0005702981,0.0001143358,0.0008928224,0.0003032582],"domain_scores_gemma":[0.9980361,0.0005947106,0.0005379345,0.0005045119,0.0002333945,0.00009335456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004931683,0.0001134862,0.01937479,0.00007589623,0.000249283,7.554329e-8,0.002059409,0.7233451,0.2527668,7.881687e-8,0.0004757764,0.001489948],"study_design_scores_gemma":[0.0001863172,0.0001702936,0.09175741,0.00005375619,0.0007926404,0.000002970688,0.004470511,0.8634562,0.03886,0.0001668536,0.000008485934,0.00007458762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900905,0.0002326548,0.00760355,0.001597738,0.00008795692,0.0002638959,0.00003368221,0.000002281774,0.00008773774],"genre_scores_gemma":[0.9973345,0.000331782,0.001936625,0.0002974565,0.0000315584,4.971666e-7,2.990755e-7,0.000005510776,0.00006173503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139069,"threshold_uncertainty_score":0.6314802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328888130874915,"score_gpt":0.2226647849687514,"score_spread":0.2093759036600022,"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."}}