{"id":"W4411369473","doi":"10.26481/dis.20250703yc","title":"Applications of VHH in cancer diagnosis and therapy","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"L'Alliance Boviteq","funders":"China Scholarship Council","keywords":"Cancer therapy; Cancer; Medicine; Internal medicine","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":[0.001288298,0.0002973792,0.000300688,0.0009488282,0.0005685423,0.001753308,0.0004233632,0.0004425883,0.01792954],"category_scores_gemma":[0.0008306432,0.0002076173,0.0002586808,0.0008445088,0.0008540498,0.0006623896,0.0008566598,0.0007347826,0.004033871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886355,"about_ca_system_score_gemma":0.0008795891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403958,"about_ca_topic_score_gemma":0.001626985,"domain_scores_codex":[0.9996876,0.00008740908,0.000006743769,0.00004011868,0.0001391297,0.00003905726],"domain_scores_gemma":[0.9996309,0.0001703624,0.00001482826,0.00003205605,0.0001162175,0.00003570812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001730693,0.0001880507,0.001906376,0.0006464829,0.00003730212,0.0001338508,0.0005367099,0.004592816,0.05067756,0.1839412,0.03487452,0.7222921],"study_design_scores_gemma":[0.00003007986,0.0002415834,0.005899442,0.0004097434,0.0000411323,0.0004368454,0.000696694,0.006114319,0.09626289,0.0873298,0.8024917,0.00004575595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03266121,0.1129494,0.1799548,0.01048159,0.004402658,0.0002398875,0.001033923,0.0006354201,0.6576411],"genre_scores_gemma":[0.2401389,0.102144,0.1017001,0.001802082,0.002747912,0.0001599106,0.0009185359,0.0003821403,0.5500064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01792954,"threshold_uncertainty_score":0.05998021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727986710497658,"score_gpt":0.3547151209213444,"score_spread":0.3374352538163679,"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."}}