{"id":"W4327759154","doi":"10.1093/oncolo/oyad054","title":"Feasibility of Point-of-Care Genomic Profiling in the Diagnosis and Treatment of Cancer of Unknown Primary","year":2023,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; University of Toronto","funders":"","keywords":"Medicine; Profiling (computer programming); Oncology; Computational biology; Internal medicine; Bioinformatics","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":[0.0002591597,0.00009081825,0.0004416883,0.00004749211,0.0000210719,0.000001458213,0.00007831193,0.00003924049,0.00002087568],"category_scores_gemma":[0.00004133899,0.00004440117,0.00009821605,0.0002126215,0.0003000592,0.00001125009,0.00003970857,0.00003967492,4.828436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744939,"about_ca_system_score_gemma":0.0001940923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004074327,"about_ca_topic_score_gemma":0.002563604,"domain_scores_codex":[0.9992253,0.0000799487,0.0003176377,0.0001427232,0.0001284625,0.0001059987],"domain_scores_gemma":[0.998897,0.0005105461,0.000194898,0.0003184978,0.00006079135,0.00001831799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000388605,0.0008627336,0.9608343,0.0003743498,0.0001073502,0.000007323903,0.003219473,0.00004765438,0.001489879,0.0001209742,0.00006596193,0.03248135],"study_design_scores_gemma":[0.002122785,0.001918487,0.9692296,0.0001669232,0.0002825378,0.000001321026,0.001824898,0.00001002149,0.02411803,0.00007114626,0.0002194535,0.00003483706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879463,0.008401736,1.786943e-7,0.001622962,0.00004507412,0.001189869,0.0001023459,0.000006151326,0.0006853987],"genre_scores_gemma":[0.9893005,0.01012922,0.0000820923,0.00003759632,0.00002587243,0.0003775511,0.00001699388,0.000006389023,0.00002381144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244651,"threshold_uncertainty_score":0.6159191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0974705394661203,"score_gpt":0.3897565459270083,"score_spread":0.292286006460888,"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."}}