{"id":"W3004047603","doi":"10.1093/clinchem/hvz013","title":"Predictive Relevance of Circulating miR-622 in Patients with Newly Diagnosed and Recurrent High-Grade Serous Ovarian Carcinoma","year":2020,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Ligue Contre le Cancer; Université de Caen Normandie; Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Internal medicine; Serous fluid; Clinical endpoint; Oncology; Biomarker; Chemotherapy; Cohort; Ovarian carcinoma; Ovarian cancer; Progression-free survival; Retrospective cohort study; Prospective cohort study; Gastroenterology; Cancer; Clinical trial; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004847088,0.0002249622,0.0003184732,0.0004197875,0.0002043861,0.000492846,0.000214897,0.0003568352,0.0008026268],"category_scores_gemma":[0.002192058,0.0001574636,0.0002788024,0.0004117709,0.0002209716,0.0002301687,0.00027057,0.0003996314,0.0001339792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909439,"about_ca_system_score_gemma":0.0001854555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007744532,"about_ca_topic_score_gemma":0.001342966,"domain_scores_codex":[0.9997967,0.00004983401,0.00002582035,0.00005410385,0.00004888304,0.00002470553],"domain_scores_gemma":[0.9989004,0.0002561194,0.0005037606,0.00005843595,0.0001047775,0.0001763817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683107,0.00001258739,0.9975036,0.000008517753,0.00002776044,0.00006955081,0.00001522186,0.00007094112,0.0006648872,0.000009102068,0.00005886252,0.001290737],"study_design_scores_gemma":[0.000019431,0.0001577886,0.9977098,0.000005860331,0.00005518547,0.0005894604,0.00005800738,0.0007712662,0.0003367681,0.0000342622,0.0002583783,0.000003798197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99888,0.0005169812,0.0001034195,0.00003989695,0.00001029954,0.000006016191,0.0001283659,0.000007297677,0.0003078028],"genre_scores_gemma":[0.9995746,0.00007190208,0.00009761214,0.00001735662,0.00001336113,0.000004041267,0.0001596295,0.000001582772,0.00005988482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008026268,"threshold_uncertainty_score":0.00268507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586173584103539,"score_gpt":0.2626959009827088,"score_spread":0.2468341651416734,"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."}}