{"id":"W3116720339","doi":"10.1136/ijgc-2020-esgo.229","title":"599 Circulating tumour cells in breast and ovarian cancer: size-based isolation and ex vivo expansion","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Ovarian cancer; Cancer research; Circulating tumor cell; Intravasation; Metastasis; Population; Ex vivo; Breast cancer; Biology; Cancer; Cancer cell; Immunology; Medicine; In vivo; Internal medicine","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":[0.0003091381,0.0001440443,0.0001905788,0.0002728082,0.0001940828,0.0004201903,0.0001827363,0.0002213913,0.002995374],"category_scores_gemma":[0.0002922712,0.0001577645,0.0001701024,0.0002335844,0.0001543079,0.0002236372,0.0002976325,0.0005201855,0.001164923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325533,"about_ca_system_score_gemma":0.0001599987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005942177,"about_ca_topic_score_gemma":0.001096675,"domain_scores_codex":[0.9997928,0.00004750176,0.00002225199,0.00004216477,0.00005139751,0.00004391075],"domain_scores_gemma":[0.9998484,0.0000712664,0.00001134076,0.00002275915,0.00002386617,0.00002238584],"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":[0.0003475769,0.0001540151,0.0009974336,0.00007568928,0.00000550441,0.0001008103,0.0001659532,0.0002240015,0.9864801,0.0002482217,0.0003276612,0.01087311],"study_design_scores_gemma":[0.0001542286,0.001967784,0.02323132,0.00004030845,0.00006231353,0.001281771,0.0002348909,0.006116133,0.9480193,0.000294189,0.01858065,0.00001721291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713725,0.003556503,0.01755623,0.0003110156,0.0001058735,0.0002264266,0.0007315279,0.0001077718,0.006032139],"genre_scores_gemma":[0.9685099,0.00176706,0.01840968,0.0001964487,0.0000783825,0.0002137335,0.002102442,0.00007695946,0.008645415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002995374,"threshold_uncertainty_score":0.01002049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282602067485905,"score_gpt":0.2964100457731781,"score_spread":0.2735840250983191,"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."}}