{"id":"W2402494511","doi":"10.1039/b409906k","title":"Nanomedicine ? A tremendous research opportunity for analytical chemists","year":2004,"lang":"en","type":"editorial","venue":"The Analyst","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanomedicine; Medical laboratory; Nanotechnology; Management science; Biochemical engineering; Chemistry; Medical physics; Engineering ethics; Engineering; Data science; Computer science; Medicine; Materials science; Nanoparticle; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001729917,0.000226308,0.0004288313,0.0003371781,0.0002862769,0.0000494075,0.001038335,0.000615838,0.00007832348],"category_scores_gemma":[0.001316896,0.0001610521,0.0001668223,0.0009187165,0.0004459861,0.00002591965,0.0001117867,0.001884081,0.00007621516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003892555,"about_ca_system_score_gemma":0.0006413794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008939505,"about_ca_topic_score_gemma":0.00008894939,"domain_scores_codex":[0.9977726,0.0000434159,0.0003260578,0.0003237586,0.0008340735,0.0007000561],"domain_scores_gemma":[0.9972046,0.001095521,0.00003891755,0.0009910146,0.0004334411,0.0002365194],"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":[0.00001824096,0.00003150687,4.01598e-7,0.0001460831,0.0002433205,0.000008742302,0.00002098629,0.00006993885,0.0008418327,0.0005893824,0.9965887,0.00144087],"study_design_scores_gemma":[0.0004848843,0.00006650991,7.590486e-7,0.00005752182,0.00009698222,0.000001965582,0.000053568,0.001147848,0.0009098212,0.002256472,0.994768,0.0001557289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003868984,0.01736226,0.02913294,0.03486261,0.82522,0.0118454,0.005676519,0.004871421,0.0671598],"genre_scores_gemma":[0.02953313,0.002249495,0.0002971471,0.0000273171,0.951161,0.001667842,0.002066093,0.0001902987,0.01280767],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1259409,"threshold_uncertainty_score":0.81855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06862456311929263,"score_gpt":0.3894598497475768,"score_spread":0.3208352866282842,"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."}}