{"id":"W4404551538","doi":"10.1101/2024.11.18.624193","title":"Photodynamic Therapy for Deep Organ Cancer by Implantable Wireless OLEDs","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pleiades Robotics (Canada)","funders":"","keywords":"Photodynamic therapy; OLED; Medicine; Cancer; Body cavity; Photosensitizer; Cancer research; Optoelectronics; Biomedical engineering; Materials science; Internal medicine; Chemistry; Nanotechnology; Anatomy; Layer (electronics)","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":[0.0001107718,0.0003142767,0.0001419532,0.000144661,0.00007960154,0.0002855683,0.0001409746,0.0002474869,0.001020177],"category_scores_gemma":[0.00009019847,0.00009319596,0.0001618741,0.0001127304,0.0001388106,0.0002921105,0.0002391812,0.000185033,0.0003272862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162921,"about_ca_system_score_gemma":0.00009550312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362846,"about_ca_topic_score_gemma":0.0001808007,"domain_scores_codex":[0.9999613,0.000003945949,0.000002252622,0.00001073912,0.00001191657,0.000009919526],"domain_scores_gemma":[0.9999769,0.000007095492,0.000007519247,0.00000339706,0.000002386812,0.000002703333],"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":[0.00001698557,0.000009765793,0.0001043238,0.00002949444,0.000002384631,0.00002906371,0.000007626787,0.0001962998,0.9956608,0.0003157505,0.0001159936,0.003511559],"study_design_scores_gemma":[0.000009319711,0.00006654602,0.0003580841,0.000003210474,0.000006355036,0.00008817951,0.000007124746,0.00226424,0.9918073,0.00009460262,0.005291444,0.000003635995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925918,0.005258088,0.09531885,0.0003794766,0.0001674768,0.0000667618,0.0002726157,0.0005398779,0.005405046],"genre_scores_gemma":[0.9706427,0.00236731,0.01809278,0.000081979,0.00002786374,0.00004146119,0.0001314347,0.00005750867,0.008556853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001020177,"threshold_uncertainty_score":0.003412783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008795426674156384,"score_gpt":0.2554541918319574,"score_spread":0.246658765157801,"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."}}