{"id":"W1983450521","doi":"10.4155/bio.10.49","title":"Biomarkers in Cancer Micrometastasis: Where are We At?","year":2010,"lang":"en","type":"review","venue":"Bioanalysis","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Micrometastasis; Metastasis; Malignancy; Cancer; Medicine; Cancer metastasis; Crosstalk; Bioinformatics; Pathology; Biology; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003974148,0.0007006976,0.004120622,0.001436998,0.00007095939,0.00004135856,0.0003054648,0.0006041462,0.004439604],"category_scores_gemma":[0.00003550899,0.000523817,0.002333937,0.002716833,0.000134368,0.00004345752,0.0001604166,0.0006966566,0.0002171802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009589557,"about_ca_system_score_gemma":0.0005855707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716565,"about_ca_topic_score_gemma":0.01658996,"domain_scores_codex":[0.9968281,0.0001469782,0.001039614,0.0009757139,0.0004497671,0.0005598082],"domain_scores_gemma":[0.9976008,0.00008139839,0.0007740509,0.001104271,0.0001048472,0.0003346322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002143715,0.0001213503,0.0003640199,0.0151769,0.004474876,0.000162597,0.00001923033,1.413334e-7,0.00001076505,9.782135e-7,0.005178625,0.9744691],"study_design_scores_gemma":[0.0004860963,0.00002120571,0.00002719538,0.01400188,0.02388807,0.00004626311,0.00005208365,0.000001252988,0.00001327098,0.000001032066,0.9609923,0.0004693651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001957401,0.9965193,0.000002277983,0.0008693262,0.0004439144,0.0006908742,0.0007153013,0.00004154394,0.00069788],"genre_scores_gemma":[0.000007061735,0.99314,0.0005514607,0.00008369687,0.0003015783,0.0003219939,0.0002241107,0.0001115635,0.005258471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9739997,"threshold_uncertainty_score":0.9997213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0722611923418827,"score_gpt":0.3733287372350568,"score_spread":0.3010675448931741,"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."}}