{"id":"W3036851056","doi":"","title":"Cancer Therapy 2018: Natural fluorescence for cancer diagnosis - Aurelija Vaitkuviene - Vilnius University","year":2018,"lang":"fi","type":"article","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Medicine; Rectum; Internal medicine; Cancer; Pathology; Oncology; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001664812,0.000515166,0.0005091301,0.001824154,0.0006517594,0.002721744,0.0006112028,0.002050539,0.02373406],"category_scores_gemma":[0.001828267,0.0002145401,0.000464131,0.0005476538,0.0009928826,0.0008303472,0.0014818,0.002761386,0.009629832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764716,"about_ca_system_score_gemma":0.001315125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008262506,"about_ca_topic_score_gemma":0.0008379603,"domain_scores_codex":[0.9988893,0.0003420182,0.0000404133,0.0002276923,0.0003966281,0.000104055],"domain_scores_gemma":[0.9991449,0.0002966599,0.00007287339,0.00006081262,0.0002440747,0.0001807126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005847409,0.0002391795,0.002742865,0.001016294,0.00006852254,0.0009191527,0.0004109169,0.0007919369,0.02134456,0.03188927,0.1776925,0.7623],"study_design_scores_gemma":[0.00004331472,0.0002976698,0.00321316,0.000590213,0.00002586376,0.002674004,0.0001237884,0.00113023,0.01326201,0.006982913,0.9716248,0.00003207717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02716131,0.6288226,0.02292738,0.1168662,0.01940826,0.0002055288,0.0008666606,0.002012678,0.1817294],"genre_scores_gemma":[0.3333878,0.2761851,0.02240832,0.01564465,0.01909429,0.0003282055,0.001174918,0.0008022226,0.3309746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02373406,"threshold_uncertainty_score":0.07939833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092868353433392,"score_gpt":0.3413627427863825,"score_spread":0.3104340592520486,"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."}}