{"id":"W4401352951","doi":"10.3390/curroncol31080337","title":"Equitable Access to Genomic Molecular Testing for Australian Cancer Patients: Insights from the Victorian Precision Oncology Summit","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Alliance; Medicine; Conversation; General partnership; Precision medicine; Oncology; Public relations; Political science; Pathology; Sociology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04319833,0.0002338511,0.000584962,0.0009057671,0.01214374,0.008637916,0.001842234,0.004665973,0.00472196],"category_scores_gemma":[0.05862335,0.0005809648,0.0005250248,0.001261192,0.00814613,0.005778983,0.01811185,0.01203817,0.0004017261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02488086,"about_ca_system_score_gemma":0.05558196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1404998,"about_ca_topic_score_gemma":0.259309,"domain_scores_codex":[0.9720344,0.0172179,0.0006141746,0.0008157835,0.004769288,0.004548535],"domain_scores_gemma":[0.9403346,0.03608092,0.001936565,0.001793589,0.005987776,0.0138666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003049894,0.0002979469,0.01441862,0.001803934,0.0001129131,0.003704807,0.2839136,0.002219449,0.001826084,0.1877892,0.2505861,0.2530223],"study_design_scores_gemma":[0.00004946047,0.0003075122,0.03547488,0.002027083,0.00007174452,0.001166778,0.1248613,0.002302183,0.001004803,0.1223555,0.7101853,0.0001934377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07784305,0.00904616,0.002349954,0.8686145,0.0009193862,0.00009185952,0.0001643081,0.00002298339,0.04094785],"genre_scores_gemma":[0.8163209,0.01189594,0.005575181,0.1440311,0.0007925978,0.000236374,0.0002008232,0.00008133437,0.02086577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1404998,"threshold_uncertainty_score":0.279364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606038019926596,"score_gpt":0.4042633872508773,"score_spread":0.3182030070516113,"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."}}