{"id":"W4380576204","doi":"10.1242/jcs.260835","title":"Migration speed of captured breast cancer subpopulations correlates with metastatic fitness","year":2023,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Cancer Research Society; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Biology; Breast cancer; Metastatic breast cancer; Cancer; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005061245,0.00007286316,0.0002404145,0.000295836,0.00006589559,0.00001864314,0.0001113861,0.0000148284,0.0001215647],"category_scores_gemma":[0.00003343182,0.00004610737,0.00006812369,0.00146599,0.0002085762,0.0002266105,0.00001392568,0.000109045,0.000003905923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007249895,"about_ca_system_score_gemma":0.0006133368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002808179,"about_ca_topic_score_gemma":0.000185289,"domain_scores_codex":[0.9987876,0.00001512789,0.0003058407,0.0001028336,0.000626988,0.0001615579],"domain_scores_gemma":[0.9987884,0.00003881481,0.0003837868,0.0001119208,0.0005374466,0.0001396355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004427924,0.0002099095,0.09325586,0.0001996025,0.00007361243,0.00009883859,0.001841675,0.01901569,0.8788974,0.00005568108,0.001966347,0.003942638],"study_design_scores_gemma":[0.003978696,0.0007643683,0.6762713,0.0007310424,0.001048914,0.001094114,0.002474887,0.0108434,0.3008581,0.0001870132,0.001484117,0.0002641247],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972901,0.0002747205,0.0003649767,0.001414633,0.0002858205,0.0001037903,0.00001727297,0.000005744702,0.00024288],"genre_scores_gemma":[0.9980976,0.0002555714,0.0008802431,0.00004298181,0.00006157703,9.668038e-7,0.00000194326,0.000006621869,0.0006525186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5830154,"threshold_uncertainty_score":0.1880204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405464313077384,"score_gpt":0.3031254753183611,"score_spread":0.2790708321875873,"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."}}