{"id":"W1589530882","doi":"10.1002/9783527643981.bphot027","title":"Photodynamic Molecular Beacons","year":2012,"lang":"en","type":"other","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Beacon; Molecular beacon; Computer science; Computational biology; Biology; Telecommunications; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009842563,0.0003151968,0.000554556,0.0003436435,0.00002294414,0.000007967844,0.0001373867,0.0002706734,0.02999316],"category_scores_gemma":[0.00003493918,0.0002411463,0.0001846041,0.0001413164,0.000163096,0.00001311878,0.0001009281,0.0003636697,0.001128031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038752,"about_ca_system_score_gemma":0.0001028795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003146409,"about_ca_topic_score_gemma":0.00009950197,"domain_scores_codex":[0.9986134,0.00003122046,0.0001487834,0.0002998398,0.0003835952,0.0005232124],"domain_scores_gemma":[0.9990402,0.0000242359,0.00006569807,0.0005968094,0.00002953663,0.0002434708],"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":[0.00004558246,0.000214225,0.00007513585,0.0002849088,0.001353097,0.0001677166,0.00003572337,3.60726e-8,0.06806665,0.0008416288,0.9256648,0.00325051],"study_design_scores_gemma":[0.0008218291,0.00009406291,0.0001611039,0.0002251928,0.0001669572,0.0000578111,0.00002682505,0.00001106266,0.00220603,0.000045392,0.9959078,0.0002758863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006267063,0.007449587,0.0001523404,0.0003356686,0.0001978535,0.0009194018,0.00005376295,0.0005159313,0.9897488],"genre_scores_gemma":[0.005420614,0.00103529,0.0008485821,0.0005963051,0.0002414663,0.00008909575,0.00009925078,0.0007288859,0.9909405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07024306,"threshold_uncertainty_score":0.9996497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170555244093498,"score_gpt":0.3132327980188288,"score_spread":0.3015272455778938,"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."}}