{"id":"W2604347510","doi":"10.1016/j.drudis.2017.03.011","title":"Cancer-on-a-chip systems at the frontier of nanomedicine","year":2017,"lang":"en","type":"review","venue":"Drug Discovery Today","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Nanomedicine; Cancer; Medicine; Nanotechnology; Computer science; Internal medicine; Materials science","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":[0.0005797471,0.0009578756,0.001276259,0.001597172,0.0002852967,0.001469015,0.001179017,0.001421722,0.003526361],"category_scores_gemma":[0.000563127,0.0004008501,0.0005704519,0.001701183,0.0006600605,0.00189412,0.0008586756,0.0021984,0.002613295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000608529,"about_ca_system_score_gemma":0.0007440037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007308206,"about_ca_topic_score_gemma":0.001588109,"domain_scores_codex":[0.9997019,0.0000388177,0.00002276139,0.00005135155,0.0001489415,0.00003614883],"domain_scores_gemma":[0.9996983,0.0001549943,0.0000435063,0.00001224811,0.00006714268,0.00002391052],"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":[0.00006125067,0.00008622973,0.0001419184,0.01204553,0.00006355302,0.0002722103,0.00005598519,0.0006578634,0.01267025,0.01214234,0.02165558,0.9401473],"study_design_scores_gemma":[0.00001008165,0.00007800657,0.0002931018,0.001005604,0.00006246188,0.0009510944,0.00004573101,0.0003391757,0.005464761,0.003380282,0.9883441,0.00002555142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002842792,0.9956992,0.001046572,0.0004091657,0.0003535961,0.000007883145,0.00002137118,0.00002365678,0.002154478],"genre_scores_gemma":[0.002156768,0.9946663,0.0008771074,0.0003115224,0.000196887,0.00000962426,0.00003857845,0.000004003939,0.001739259],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003526361,"threshold_uncertainty_score":0.01179683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06342167077539822,"score_gpt":0.3597584728600091,"score_spread":0.2963368020846109,"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."}}