{"id":"W4210892232","doi":"10.1002/mco2.118","title":"Graphene and graphene oxide with anticancer applications: Challenges and future perspectives","year":2022,"lang":"en","type":"review","venue":"MedComm","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Graphene; Nanotechnology; Biocompatibility; Surface modification; Materials science; Drug delivery; Photothermal therapy; Cancer therapy; Oxide; Graphite; Chemistry; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001296784,0.0004082411,0.000884274,0.0002489661,0.0001709324,0.00004238271,0.000206474,0.000139579,0.00007226917],"category_scores_gemma":[0.000001756643,0.000327803,0.00009747378,0.0003784024,0.0001240107,0.00006920405,0.00007528854,0.0002494082,0.000003260393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401682,"about_ca_system_score_gemma":0.00002427347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007609674,"about_ca_topic_score_gemma":0.00002402858,"domain_scores_codex":[0.9988356,0.00005790416,0.0002779386,0.0004480266,0.0001461028,0.0002344786],"domain_scores_gemma":[0.9991919,0.00009752672,0.00008921122,0.0004969107,0.00002050196,0.0001038977],"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":[0.00000209513,0.00002984151,0.00000311866,0.00573707,0.0002721385,0.000002154935,0.0003441252,6.456299e-7,0.000005265145,0.01878536,0.00007348399,0.9747447],"study_design_scores_gemma":[0.0001215103,0.00002595775,0.00009580596,0.0003373013,0.000408222,0.00005520983,0.0007334592,0.000001545577,0.000003671653,0.0006391719,0.997196,0.0003821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009627972,0.9974436,0.00007112578,0.00008272401,0.00005516978,0.0009511932,0.00008307339,0.0002438948,0.0009729385],"genre_scores_gemma":[0.0001402069,0.9952085,0.000791154,0.000009484882,0.0002173644,0.003465357,0.00006298326,0.00009626453,0.000008676231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9971226,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363597512275732,"score_gpt":0.253394350424971,"score_spread":0.2297583753022137,"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."}}