{"id":"W1878361661","doi":"10.1186/s12885-015-1566-5","title":"Prognostic significance of multiple kallikreins in high-grade astrocytoma","year":2015,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Prostate cancer; Proportional hazards model; Survival analysis; Astrocytoma; Oncology; Kallikrein; Glioma; Internal medicine; Tissue microarray; Pathology; Cancer; Cancer research; 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":[0.0001999357,0.0001801267,0.0001545436,0.0005435207,0.0002262609,0.0002773704,0.0001320212,0.0001888792,0.000853207],"category_scores_gemma":[0.0006037756,0.00009138509,0.0001816977,0.0003714798,0.0002277656,0.0001545321,0.0001894502,0.000211372,0.0001868875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181499,"about_ca_system_score_gemma":0.0002445122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483612,"about_ca_topic_score_gemma":0.003070553,"domain_scores_codex":[0.9998863,0.00001572373,0.00001290691,0.00001983154,0.00003519957,0.00003011226],"domain_scores_gemma":[0.9993173,0.00007487616,0.0003297912,0.0000213183,0.00009780148,0.0001589402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004055283,0.00001289736,0.9912027,0.00001500283,0.00003281351,0.0001288002,0.00002277206,0.0001108596,0.005328688,0.00001137943,0.00007767493,0.002650877],"study_design_scores_gemma":[0.000006177405,0.00009333614,0.9963755,0.000004136108,0.00004044742,0.0008326524,0.0000584988,0.0003485444,0.002030827,0.00005069408,0.0001558013,0.000003363158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994832,0.0002020691,0.00009757259,0.00001936644,0.000002405667,0.000001833752,0.0000716979,0.000005683014,0.0001160847],"genre_scores_gemma":[0.9996978,0.00005525047,0.00009872784,0.00000335517,0.000003006809,0.000001618126,0.00008951408,0.000001232971,0.00004944724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483612,"threshold_uncertainty_score":0.002949953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05840344018277095,"score_gpt":0.3039798397388652,"score_spread":0.2455763995560942,"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."}}