{"id":"W4410329352","doi":"10.20944/preprints202505.0011.v4","title":"Nanobodies Open New Avenues in Cancer Treatment: Beyond a Laboratory Bench","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bench to bedside; Cancer; Nanotechnology; Computer science; Medicine; Psychology; Medical physics; Internal medicine; Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003171083,0.0005315626,0.0012927,0.0007718473,0.0009629632,0.00456589,0.001021607,0.003393673,0.008778399],"category_scores_gemma":[0.002184555,0.0003534789,0.0007295356,0.0006027464,0.004699653,0.009450032,0.002565943,0.007679181,0.003976154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349114,"about_ca_system_score_gemma":0.001685585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003337564,"about_ca_topic_score_gemma":0.0004594366,"domain_scores_codex":[0.9985741,0.0004524952,0.00004837481,0.000206457,0.0005686879,0.0001498635],"domain_scores_gemma":[0.9982191,0.0008678132,0.00009862083,0.000228587,0.0003074689,0.0002784253],"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":[0.0005191035,0.000345647,0.0008974373,0.003130199,0.0001469428,0.000571408,0.0009445449,0.001394042,0.04878014,0.3706894,0.1165986,0.4559824],"study_design_scores_gemma":[0.00004811346,0.0002779431,0.0003008042,0.0005489238,0.00003303161,0.0004696703,0.0003555466,0.000609865,0.01210472,0.1087466,0.8764625,0.00004240567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009222092,0.7424619,0.0483401,0.1451186,0.009004726,0.0001058993,0.0003835886,0.0009123909,0.04445074],"genre_scores_gemma":[0.1629126,0.6743526,0.04328051,0.06474147,0.01505398,0.000366416,0.000603017,0.0007176147,0.03797186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008778399,"threshold_uncertainty_score":0.02936667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2065360379907643,"score_gpt":0.4616943656707261,"score_spread":0.2551583276799618,"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."}}