{"id":"W2518044343","doi":"10.1111/his.13071","title":"Molecular alterations in indolent, aggressive and recurrent ovarian low‐grade serous carcinoma","year":2016,"lang":"en","type":"article","venue":"Histopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; University of Calgary","funders":"Calgary Laboratory Services","keywords":"Medicine; Serous fluid; Serous carcinoma; Ovarian carcinoma; Oncology; Internal medicine; Pathology; Carcinoma; Ovarian cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003959059,0.000192152,0.0002038351,0.0007859523,0.0002080598,0.0003591556,0.0001890147,0.0002753773,0.0008807086],"category_scores_gemma":[0.001464856,0.0001410993,0.0001340288,0.0003127866,0.0003681226,0.0001564032,0.0002272261,0.0001254516,0.0001310843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215008,"about_ca_system_score_gemma":0.0001189598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006842923,"about_ca_topic_score_gemma":0.001329537,"domain_scores_codex":[0.9998042,0.00004679266,0.00003214991,0.00003594406,0.00004827963,0.00003264956],"domain_scores_gemma":[0.9993474,0.0001892745,0.0002610771,0.00005496234,0.00005421566,0.00009307978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003617887,0.00002054497,0.9769908,0.00003289869,0.00002182777,0.001616471,0.0001507497,0.0001247064,0.01412535,0.0000263252,0.00004846584,0.006480198],"study_design_scores_gemma":[0.00001975196,0.000288427,0.9885064,0.000007063421,0.0000383674,0.007750998,0.0001635492,0.0003384241,0.002547789,0.00005489115,0.0002800496,0.000004225479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996564,0.000167043,0.00005728358,0.000005964471,6.702695e-7,0.000002551117,0.00002058303,0.000003363008,0.00008616014],"genre_scores_gemma":[0.999799,0.00004340582,0.0000780336,0.000004329269,0.000002233743,0.000002060526,0.00003820867,7.84599e-7,0.00003202395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008807086,"threshold_uncertainty_score":0.002946317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454445156529974,"score_gpt":0.2656246292582888,"score_spread":0.251080177692989,"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."}}