{"id":"W2671707420","doi":"10.7150/thno.19172","title":"Vibrational Profiling of Brain Tumors and Cells","year":2017,"lang":"en","type":"article","venue":"Theranostics","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Astrocytoma; Meningioma; Hippocampal formation; Neocortex; Microphone; Pathology; Brain tumor; Biomedical engineering; Materials science; Biology; Neuroscience; Glioma; Medicine; Acoustics; 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":[0.000109337,0.0002135385,0.0001670459,0.0005488558,0.0002293289,0.0002006648,0.000159666,0.0002440128,0.0009201177],"category_scores_gemma":[0.0001877627,0.00009929939,0.00009403823,0.0003018769,0.0002254462,0.0001990189,0.0002701467,0.0002091723,0.0002736932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374714,"about_ca_system_score_gemma":0.0001464714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007974653,"about_ca_topic_score_gemma":0.001573904,"domain_scores_codex":[0.999878,0.00000919005,0.000007075574,0.0000340547,0.00004997885,0.00002174075],"domain_scores_gemma":[0.9999321,0.0000146412,0.00001408581,0.000006260216,0.00002050486,0.00001249998],"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":[0.00002175717,0.000003910948,0.0004736236,0.00002170108,0.000001773628,0.0000270124,0.00003422681,0.00005840312,0.9969872,0.00003516951,0.00001729017,0.002317908],"study_design_scores_gemma":[0.000004051997,0.0002207563,0.02937706,0.00001017255,0.0000230068,0.0005122537,0.0002929939,0.001986272,0.9645685,0.0001518657,0.002841751,0.00001138565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754056,0.001371476,0.02064591,0.00006296513,0.00002732748,0.00004511224,0.0004185064,0.0001104168,0.001912622],"genre_scores_gemma":[0.9832044,0.001258409,0.01186174,0.00005244606,0.0000138845,0.00008416418,0.0007751065,0.00004100313,0.002709026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009201177,"threshold_uncertainty_score":0.003078103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862935864974883,"score_gpt":0.2757429484781011,"score_spread":0.2371135898283523,"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."}}