{"id":"W4285745126","doi":"10.17912/micropub.biology.000588","title":"Live imaging and quantification of circulating potentially metastatic tumor cells in early pupal stage of Drosophila melanogaster.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Circulating tumor cell; In vivo; Biology; Lymphatic system; Drosophila melanogaster; Live cell imaging; In vitro; Pathology; Metastasis; Carcinogenesis; Cancer research; Stage (stratigraphy); Cell; Medicine; Cancer; Immunology; Genetics","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":[0.000138527,0.0001903752,0.0001422948,0.0003736907,0.0002762714,0.0002364273,0.0002602353,0.0004731739,0.002944708],"category_scores_gemma":[0.0001143854,0.0002130366,0.0001769877,0.0001939091,0.0001582667,0.000181255,0.000181286,0.0005847362,0.0006088139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773351,"about_ca_system_score_gemma":0.0001706733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440948,"about_ca_topic_score_gemma":0.007690176,"domain_scores_codex":[0.9999217,0.000009326103,0.000003164048,0.0000292461,0.00001769962,0.00001884911],"domain_scores_gemma":[0.9999093,0.00002474177,0.00001445005,0.00001173135,0.00001970427,0.00002017084],"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":[0.00005616713,0.00001321568,0.0003509855,0.0000383085,0.000004431678,0.00003370123,0.00002105498,0.00007330949,0.9967868,0.0002486719,0.0003481334,0.002025186],"study_design_scores_gemma":[0.00003972698,0.0001798776,0.02355941,0.00002873898,0.00002933902,0.000722321,0.0001033488,0.006066064,0.9609334,0.0002454917,0.008075912,0.00001632193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867807,0.005848308,0.07849784,0.0007066074,0.0001298234,0.000218933,0.008856247,0.0009412083,0.01802032],"genre_scores_gemma":[0.8806429,0.002739019,0.09055377,0.0003003699,0.00002583767,0.0003190473,0.004061406,0.0002791418,0.0210785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003440948,"threshold_uncertainty_score":0.009851038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855456875222395,"score_gpt":0.24700707596729,"score_spread":0.218452507215066,"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."}}