{"id":"W2899205646","doi":"10.1055/s-0038-1671351","title":"L1CAM to further stratify endometrial carcinoma patients with nonspecific molecular risk profile","year":2018,"lang":"de","type":"article","venue":"Geburtshilfe und Frauenheilkunde","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"L1; Endometrial cancer; Medicine; Oncology; Internal medicine; Carcinoma; Cohort; Disease; Cancer; Cancer research","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":[0.0007638632,0.0003775604,0.0004926036,0.00148213,0.0003415017,0.0009882522,0.0003369616,0.0004947876,0.001753931],"category_scores_gemma":[0.001905884,0.0001707895,0.0003480175,0.0007178392,0.0001655632,0.0004255048,0.0006635968,0.0006632408,0.0006205507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468825,"about_ca_system_score_gemma":0.0004122886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247115,"about_ca_topic_score_gemma":0.002890481,"domain_scores_codex":[0.999713,0.00007235644,0.00002863793,0.00006698754,0.00005446241,0.000064579],"domain_scores_gemma":[0.9995566,0.0001049956,0.0001338484,0.00005080513,0.0000643638,0.00008948088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007296159,0.0000922492,0.9657996,0.00005868354,0.00008370662,0.0001735595,0.00009451332,0.0002986708,0.004565654,0.0001115025,0.0005471707,0.02744496],"study_design_scores_gemma":[0.00008418015,0.0008296882,0.979757,0.00005694589,0.0003360456,0.00174387,0.0003992518,0.007821974,0.004017788,0.0007092538,0.004214977,0.00002912622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955331,0.001674488,0.0008586578,0.000191621,0.00002710663,0.0000589158,0.0004954222,0.00003719648,0.001123479],"genre_scores_gemma":[0.9967676,0.0003423212,0.001297068,0.0001044382,0.00004440338,0.00003637464,0.0007621116,0.000008084791,0.0006374936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001753931,"threshold_uncertainty_score":0.005867481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006729067762403878,"score_gpt":0.2478521496071746,"score_spread":0.2411230818447707,"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."}}