{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002221239,0.0002401365,0.0002410652,0.0006608394,0.0002004293,0.0009641447,0.0003426493,0.0003939243,0.001788197],"category_scores_gemma":[0.004318648,0.0001562823,0.0001858612,0.0003771603,0.000284763,0.0004519084,0.0004500463,0.0003236623,0.0006337321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006670124,"about_ca_system_score_gemma":0.0007870822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319799,"about_ca_topic_score_gemma":0.002928825,"domain_scores_codex":[0.9990747,0.000353373,0.00005083063,0.0002061338,0.0002184422,0.00009647891],"domain_scores_gemma":[0.997156,0.001374554,0.0005433047,0.0001663351,0.0005041917,0.0002555298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372602,0.0001734371,0.7971715,0.0002470974,0.00004284836,0.001511059,0.0001667397,0.002352796,0.02539861,0.0004540595,0.002003216,0.169106],"study_design_scores_gemma":[0.0001768683,0.002910823,0.8982823,0.0002905916,0.0001947794,0.01431846,0.0008409759,0.02468455,0.03732856,0.001392277,0.01952912,0.00005066652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679386,0.004457541,0.01809414,0.00136123,0.00008620557,0.0002468681,0.001337424,0.0002757681,0.006202153],"genre_scores_gemma":[0.9890577,0.0009268931,0.008560036,0.0001634847,0.00005506173,0.00005244035,0.0008471722,0.00001439915,0.0003228214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221239,"threshold_uncertainty_score":0.01174718,"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."}}