{"id":"W2801372365","doi":"10.1111/his.13630","title":"DICER1 hot‐spot mutations in ovarian gynandroblastoma","year":2018,"lang":"en","type":"article","venue":"Histopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; University of British Columbia; Terry Fox Research Institute; BC Cancer Agency","funders":"Terry Fox Research Institute","keywords":"Hot spot (computer programming); Biology; Medicine; Genetics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001071513,0.0001133184,0.000248862,0.0001919645,0.00006836351,0.000004650075,0.00005116933,0.00009590051,0.0008074782],"category_scores_gemma":[0.00004948184,0.0001035739,0.00005336506,0.0002086595,0.0002105881,0.00003529129,0.00002245909,0.0001074512,0.0003838463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639005,"about_ca_system_score_gemma":0.0001366257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733538,"about_ca_topic_score_gemma":0.0005871757,"domain_scores_codex":[0.9991218,0.00004471928,0.0002104032,0.0002965896,0.00008827048,0.0002382239],"domain_scores_gemma":[0.9994864,0.00003207094,0.00005181767,0.0002823831,0.00005765749,0.00008968274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001475485,0.004067247,0.8291609,0.0001457725,0.00006477592,0.01233821,0.01246899,0.00001141053,0.03836829,0.03409973,0.02142001,0.0463792],"study_design_scores_gemma":[0.002393678,0.0008504365,0.9523833,0.00003826346,0.00007048113,0.0005363629,0.00004582367,0.00002813688,0.0009738759,0.0004519785,0.04212716,0.0001004853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490824,0.0005392107,0.0004550207,0.004271367,0.0009158074,0.0003829757,0.00001481122,0.00007218903,0.04426619],"genre_scores_gemma":[0.9953941,0.00002722769,0.001746367,0.001195952,0.0002438312,0.00009337602,0.00002249474,0.00001829147,0.00125833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1232224,"threshold_uncertainty_score":0.884132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164062247488169,"score_gpt":0.2813957340800842,"score_spread":0.2649895093312672,"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."}}