{"id":"W2035065158","doi":"10.1186/s12885-015-1138-8","title":"Low levels of IGFBP7 expression in high-grade serous ovarian carcinoma is associated with patient outcome","year":2015,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Fonds de Recherche du Québec - Santé; Genome Canada; McGill University Health Centre; Canadian Institutes of Health Research; Université de Montréal; McGill University","keywords":"Ovarian cancer; Serous fluid; Serous carcinoma; Cancer research; Biology; Immunohistochemistry; Cell culture; Ovarian carcinoma; Gene expression; Gene; Medicine; Pathology; Cancer; Immunology; Genetics","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":[0.0001469708,0.000210692,0.000527443,0.000159086,0.00002550358,0.000008188475,0.00009529718,0.0001657209,0.0001063404],"category_scores_gemma":[0.0001202933,0.0001546503,0.00006860752,0.0003850799,0.00005344683,0.0001150085,0.00004762756,0.0002201536,0.000008393647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806653,"about_ca_system_score_gemma":0.0004225288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256296,"about_ca_topic_score_gemma":0.0005813225,"domain_scores_codex":[0.9983065,0.0000645083,0.0004774109,0.000296901,0.0005232696,0.0003313874],"domain_scores_gemma":[0.9989747,0.00004382338,0.0002310252,0.0003186268,0.0002039096,0.000227932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00041556,0.0002838107,0.9891698,0.00007396171,0.00003403254,0.00004068403,0.002437074,0.00003781551,0.004772263,0.00001064628,0.002167876,0.0005564505],"study_design_scores_gemma":[0.005343575,0.0005989661,0.9296899,0.0003315805,0.0000623157,0.000005092593,0.0003485189,0.00008835668,0.0630464,0.0000317204,0.0002595577,0.0001940553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981351,0.0003358853,0.00007401203,0.0002437533,0.0002523283,0.0004179288,0.0001153271,0.00003594479,0.0003897164],"genre_scores_gemma":[0.9985222,0.000007142045,0.000393586,0.0005119421,0.00007143448,0.00005099101,0.00002492246,0.00003715733,0.0003806567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05947996,"threshold_uncertainty_score":0.6306456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390769395115721,"score_gpt":0.2869828512940278,"score_spread":0.2230751573428706,"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."}}