{"id":"W2961441511","doi":"10.1002/cyto.a.23847","title":"Flow Cytometric Detection of Circulating Osteosarcoma Cells in Dogs","year":2019,"lang":"en","type":"article","venue":"Cytometry Part A","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Circulating tumor cell; Osteosarcoma; Medicine; Pathology; Chemotherapy; Amputation; Primary tumor; Internal medicine; Cancer research; Oncology; Cancer; Metastasis; Surgery","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":[0.0003873698,0.0001370139,0.0004526614,0.001271824,0.00001917239,0.00000998215,0.00007136825,0.00009771968,0.0004728668],"category_scores_gemma":[0.00009190329,0.0001302854,0.0001499755,0.003444003,0.00002810829,0.00007689393,0.00004402603,0.0002021986,0.0001906836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444734,"about_ca_system_score_gemma":0.00006010336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093096,"about_ca_topic_score_gemma":0.00001770683,"domain_scores_codex":[0.9986582,0.00003737548,0.0003959864,0.0002857636,0.0003397469,0.0002829579],"domain_scores_gemma":[0.9992185,0.0001077401,0.0001311555,0.0003599102,0.00007645301,0.0001061994],"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":[0.0001300256,0.0001566806,0.1581468,0.0004167736,0.00004553162,0.00002995349,0.0001408457,0.0001160785,0.7622381,0.000003577779,0.00005695202,0.07851865],"study_design_scores_gemma":[0.00424159,0.0006293563,0.1634098,0.0003073425,0.0001203632,0.0000864567,0.0002589355,0.002695235,0.8143292,0.00001510792,0.01361994,0.0002866315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939711,0.0007660469,0.0004075787,0.00002292021,0.0005674253,0.0004087196,0.00001309741,0.00003204463,0.003811067],"genre_scores_gemma":[0.998392,0.00006805459,0.0007951665,0.00007356166,0.0001230364,0.00001261885,0.000009209679,0.00002479597,0.0005015848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07823202,"threshold_uncertainty_score":0.5312884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623089665046156,"score_gpt":0.2613269108970613,"score_spread":0.2450960142465998,"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."}}