{"id":"W3016218211","doi":"10.3390/cancers12040896","title":"Detection of Circulating Tumor Cells in the Diagnostic Leukapheresis Product of Non-Small-Cell Lung Cancer Patients Comparing CellSearch® and ISET","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Terumo BCT; Innovative Medicines Initiative","keywords":"Circulating tumor cell; Leukapheresis; Lung cancer; Medicine; Oncology; Internal medicine; Cancer; Pathology; Cancer research; Biology; Stem cell; 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":[0.001462558,0.0003849756,0.0008052472,0.0009274637,0.0002052984,0.001229637,0.0002915537,0.0005365445,0.001410989],"category_scores_gemma":[0.00500331,0.0002412733,0.0002850047,0.0005051849,0.0003642277,0.0004703169,0.0004032411,0.0006152167,0.000551397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004329999,"about_ca_system_score_gemma":0.0001912751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005053629,"about_ca_topic_score_gemma":0.0003587619,"domain_scores_codex":[0.9982016,0.0004295523,0.0001919536,0.0004337495,0.0006149122,0.0001282026],"domain_scores_gemma":[0.9979201,0.001016622,0.0003348175,0.0001645104,0.0003589792,0.0002049003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01241461,0.0007460593,0.6634316,0.0004867278,0.000332129,0.001379492,0.001685959,0.0007969766,0.2217785,0.0003615588,0.001464357,0.09512201],"study_design_scores_gemma":[0.0005334723,0.01313758,0.7988142,0.00007593721,0.0004520426,0.006817596,0.0006244893,0.009248064,0.1626215,0.0003635678,0.007234659,0.00007696558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946446,0.001737551,0.002068607,0.00005538354,0.00003411166,0.00008353498,0.0002317928,0.00005653364,0.001087815],"genre_scores_gemma":[0.9946815,0.0003377992,0.003101269,0.0001107852,0.00003115995,0.00009717711,0.0009049813,0.0000289381,0.0007062538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001462558,"threshold_uncertainty_score":0.007734895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024345251355473,"score_gpt":0.2657296168048074,"score_spread":0.2413843654493344,"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."}}