{"id":"W2090427868","doi":"10.1038/nnano.2009.367","title":"Detecting rare cancer cells","year":2009,"lang":"en","type":"letter","venue":"Nature Nanotechnology","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Carbon nanotube; Photoacoustic imaging in biomedicine; Cancer; Cancer detection; Colloidal gold; Nanotechnology; Cancer cell; Nanoparticle; Materials science; Magnetic nanoparticles; Medicine; Optics; Internal medicine; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00006878477,0.0005145326,0.0005528146,0.0004399895,0.00008807597,0.00003289457,0.0006529966,0.008342111,0.0001199221],"category_scores_gemma":[0.000071027,0.0005198487,0.0001437271,0.0004120773,0.00007700825,0.00005663628,0.00004914855,0.01450066,0.00005102866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225025,"about_ca_system_score_gemma":0.0000641414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000168239,"about_ca_topic_score_gemma":0.00001059111,"domain_scores_codex":[0.9981015,0.00001835084,0.0002868157,0.0004820832,0.0002452986,0.000865954],"domain_scores_gemma":[0.9991423,0.0001197591,0.00008620825,0.0005610044,0.00005882671,0.00003183932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001509678,0.000002775308,0.000001342526,0.0001586329,0.00006911234,0.0005027128,0.00001918959,0.0005418296,0.03693971,0.000006355076,0.9229973,0.03875955],"study_design_scores_gemma":[0.0001747157,0.00001418633,0.000001666218,0.0001597019,0.00007405523,0.0001104472,0.000008662647,0.001891109,0.1460828,0.0003461541,0.8506142,0.0005222313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006661919,0.07844173,0.01243009,0.850904,0.02207276,0.00159645,0.0005908097,0.01691996,0.01038226],"genre_scores_gemma":[0.1843932,0.001992737,0.003204459,0.8005605,0.007277079,0.0001496808,0.0001428373,0.0004542921,0.001825129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1777313,"threshold_uncertainty_score":0.9997253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003481829464660185,"score_gpt":0.2061011959339806,"score_spread":0.2026193664693204,"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."}}