{"id":"W4205889656","doi":"10.3390/pharmaceutics14010195","title":"Towards Complete Tumor Resection: Novel Dual-Modality Probes for Improved Image-Guided Surgery of GRPR-Expressing Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"KWF Kankerbestrijding","keywords":"Prostate cancer; Medicine; Resection; Modality (human–computer interaction); Radiology; Cancer; Surgery; Computer science; Internal medicine; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0008890216,0.0002146975,0.0004957266,0.0001760506,0.0003970185,0.00003316439,0.0001124747,0.00003060028,0.0002662708],"category_scores_gemma":[0.0001156758,0.0001879915,0.0002115624,0.0004118496,0.0002017574,0.0001306851,0.0002197218,0.0003727921,0.000001044388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004758465,"about_ca_system_score_gemma":0.00102939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000299432,"about_ca_topic_score_gemma":0.000007045986,"domain_scores_codex":[0.9979683,0.00009442894,0.0005113592,0.0003932818,0.0004892016,0.0005434037],"domain_scores_gemma":[0.9985989,0.0001744106,0.0002421965,0.0002802895,0.0005145132,0.0001896515],"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":[0.005408825,0.0008294354,0.008544559,0.002440251,0.0003872163,0.00003868262,0.0008387235,0.0001085823,0.9671877,0.00003140143,0.005750482,0.008434142],"study_design_scores_gemma":[0.009621274,0.0004707674,0.003066525,0.0001556851,0.0004267586,0.000109666,0.0004326965,0.02200241,0.8823814,0.0002542206,0.08071908,0.0003595489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695638,0.004111169,0.0006472043,0.01479637,0.00134083,0.0049582,0.003688515,0.0001722273,0.0007216446],"genre_scores_gemma":[0.9917116,0.0005198923,0.002628359,0.0006680797,0.0003647601,0.001819123,0.0003517331,0.00007791672,0.001858563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08480633,"threshold_uncertainty_score":0.766607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2012227063538358,"score_gpt":0.4419146509168225,"score_spread":0.2406919445629867,"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."}}