{"id":"W2117660680","doi":"10.1373/clinchem.2011.166678","title":"Circulating Cancer Cells and Their Clinical Applications","year":2011,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Johnson and Johnson","keywords":"Cancer; Medicine; Cancer research; Computational biology; Oncology; Internal medicine; Biology","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":[0.002097718,0.0004917415,0.0006774295,0.001132982,0.000361629,0.002332976,0.0007692383,0.001547678,0.007809953],"category_scores_gemma":[0.005291773,0.0002550918,0.0003074319,0.0009531853,0.0007137314,0.0009014222,0.0007974181,0.001908041,0.003375004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122692,"about_ca_system_score_gemma":0.001264385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008794076,"about_ca_topic_score_gemma":0.0007366932,"domain_scores_codex":[0.9991944,0.0002146293,0.00006890151,0.0001372046,0.000313722,0.00007119438],"domain_scores_gemma":[0.9982718,0.0006455556,0.0001846861,0.0001183134,0.0005399014,0.0002396349],"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":[0.0006169204,0.0001369179,0.005810606,0.002134481,0.00004367915,0.0008936026,0.0002590397,0.0006542436,0.01158562,0.02842008,0.05628844,0.8931563],"study_design_scores_gemma":[0.0001254284,0.0006599358,0.004516779,0.001243903,0.00007122948,0.004146451,0.0001431601,0.001183165,0.007657023,0.01248331,0.9677321,0.00003744634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0063253,0.9551744,0.007740107,0.01177301,0.002180811,0.0001093897,0.0003209189,0.0002055401,0.01617046],"genre_scores_gemma":[0.2559041,0.6709225,0.02468004,0.01574319,0.008250779,0.0006801616,0.00191748,0.0001442821,0.0217574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007809953,"threshold_uncertainty_score":0.02612692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1671667843747296,"score_gpt":0.4111813649219648,"score_spread":0.2440145805472352,"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."}}