{"id":"W6958903643","doi":"10.6084/m9.figshare.28218057.v1","title":"Physician knowledge, use, and perceptions of genetic biomarker testing for the management of patients with newly diagnosed advanced ovarian cancer: an international physician survey","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genetic testing; Breast cancer; Ovarian cancer; BRCA mutation; Cancer; Blood testing; Homologous recombination; Genetic counseling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002715751,0.0001280377,0.0002691408,0.000619116,0.0004866959,0.0007113249,0.0003746175,0.0007118301,0.002354644],"category_scores_gemma":[0.00960125,0.0002404876,0.0004295287,0.0009798094,0.0003129218,0.0009163177,0.0005989927,0.000897383,0.0003475339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009089044,"about_ca_system_score_gemma":0.0008618227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02454782,"about_ca_topic_score_gemma":0.02748089,"domain_scores_codex":[0.9987626,0.0004075034,0.0002025987,0.0001291452,0.0003014529,0.0001966414],"domain_scores_gemma":[0.9909162,0.00205756,0.004316295,0.0001789433,0.00110813,0.001422766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004024007,0.00013747,0.9946947,0.00004444664,0.00003253349,0.00004111285,0.001396538,0.0000347174,0.00004654261,0.00001762823,0.001054776,0.002459519],"study_design_scores_gemma":[0.00001165105,0.0001375152,0.9952127,0.00004659901,0.00001661646,0.0001016523,0.003436924,0.0001934803,0.0000241315,0.00001282448,0.0007986613,0.000007104026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9963171,0.0003558552,0.00005264345,0.001007763,0.00001357795,0.00003502428,0.0008345346,0.000003574064,0.001379818],"genre_scores_gemma":[0.9977375,0.0004169144,0.0001723038,0.0006993721,0.00001944589,0.00004508947,0.000607344,0.000002079314,0.0002999343],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02454782,"threshold_uncertainty_score":0.04880989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947341877077997,"score_gpt":0.2643545620489635,"score_spread":0.2248811432781835,"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."}}