{"id":"W3201654504","doi":"10.21203/rs.3.rs-884882/v1","title":"Metastatic Malignant Gastric Glomus Tumour: Multidisciplinary Diagnosis & Treatment of a Rare Clinical Entity","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Soft tissue tumors and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Multidisciplinary approach; Internal medicine; Pathology; Oncology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001650986,0.0006636442,0.00222291,0.0007181958,0.000240581,0.0001155721,0.0003558141,0.0003498573,0.001825675],"category_scores_gemma":[0.001517501,0.0005042142,0.001420186,0.0008982696,0.00044961,0.000065196,0.001348497,0.001137354,0.0003784765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171786,"about_ca_system_score_gemma":0.00198786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842293,"about_ca_topic_score_gemma":0.0009401774,"domain_scores_codex":[0.9922956,0.001586865,0.001435131,0.001547889,0.002066289,0.001068193],"domain_scores_gemma":[0.9933374,0.001915561,0.0003857315,0.002201855,0.001280167,0.0008792647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001056956,0.02335564,0.9238092,0.005530696,0.002529818,0.01165052,0.002327876,0.00005896171,0.0002124776,0.00003220523,0.002774398,0.0266613],"study_design_scores_gemma":[0.01070386,0.007176882,0.9539416,0.008875317,0.00271687,0.0007652282,0.00275288,0.00015574,0.002456294,0.0005874351,0.008995436,0.0008723908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696857,0.02360143,0.0001166151,0.001092436,0.0004559261,0.003947978,0.0007319664,0.00009633334,0.0002716701],"genre_scores_gemma":[0.9634337,0.0184747,0.009921964,0.00001017686,0.0004400836,0.002329173,0.002673493,0.0001116351,0.002605023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03013252,"threshold_uncertainty_score":0.999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243916087228255,"score_gpt":0.4899988149499468,"score_spread":0.2656072062271213,"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."}}