{"id":"W1563860311","doi":"10.5772/55266","title":"Functional Inorganic Nanohybrids for Biomedical Diagnosis","year":2013,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Foundation for Science and Technology Development","keywords":"Nanotechnology; Interfacing; Materials science; Nanostructure; Nanomaterials; Drug delivery; Nanoparticle; Particle (ecology); Hybrid material; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003428906,0.0005930635,0.0007878498,0.0003226495,0.0001963009,0.0001405409,0.0006944059,0.0006675805,0.01973192],"category_scores_gemma":[0.0002205389,0.0005401804,0.0003459811,0.0000224142,0.0006126832,0.0001125558,0.0004112633,0.0002561229,0.005311041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084439,"about_ca_system_score_gemma":0.0002188822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354828,"about_ca_topic_score_gemma":0.000006293552,"domain_scores_codex":[0.997059,0.00002030757,0.000854784,0.0009404343,0.0006038051,0.0005216734],"domain_scores_gemma":[0.9978042,0.000368186,0.0004759806,0.0008227903,0.0003197911,0.0002091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005180567,0.00002382195,9.412261e-7,0.0001105269,0.00007610441,0.00001374358,0.00003326048,1.568661e-7,0.9605401,0.01003527,0.01986452,0.009249793],"study_design_scores_gemma":[0.0002405258,0.000116778,6.862934e-7,0.0001475778,0.00009678856,0.00002817234,0.0000041661,0.000001041299,0.5825222,0.04305308,0.3733939,0.0003950738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02068278,0.002171057,0.209833,0.001904491,0.03536556,0.01085829,0.009581634,0.004412923,0.7051902],"genre_scores_gemma":[0.06431209,0.00005468063,0.01483335,0.0006546979,0.002931499,0.002564026,0.0006493222,0.0004258493,0.9135745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3780178,"threshold_uncertainty_score":0.999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596460205338096,"score_gpt":0.2537549272460835,"score_spread":0.2277903251927025,"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."}}