{"id":"W4394308358","doi":"10.6084/m9.figshare.20329348","title":"Additional file 7 of Heparanase is a prognostic biomarker independent of tumor purity and hypoxia based on bioinformatics and immunohistochemistry analysis of esophageal squamous cell carcinoma","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Esophageal squamous cell carcinoma; Immunohistochemistry; Biomarker; Heparanase; Hypoxia (environmental); Cancer research; Basal cell; Oncology; Internal medicine; Esophageal cancer; Medicine; Pathology; Biology; Carcinoma; Chemistry; Cancer; Metastasis; Biochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001006785,0.001586071,0.001483821,0.001771336,0.0005994822,0.001827032,0.001722627,0.001723753,0.2992285],"category_scores_gemma":[0.009898325,0.0004962294,0.001330063,0.002305063,0.0003017135,0.000971616,0.001126302,0.001178464,0.06081583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009188824,"about_ca_system_score_gemma":0.001548041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006122306,"about_ca_topic_score_gemma":0.01260605,"domain_scores_codex":[0.9993709,0.00008216272,0.00009792414,0.0002302305,0.0001175648,0.0001012821],"domain_scores_gemma":[0.9958275,0.002654999,0.0003683562,0.0003949828,0.0005329778,0.0002210745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005825611,0.0001097474,0.008133523,0.004095344,0.0002258299,0.0001423123,0.00005387241,0.0009491931,0.0005441347,0.0005136856,0.9775468,0.007103107],"study_design_scores_gemma":[0.005608179,0.0003020474,0.06322428,0.002913914,0.000713173,0.0009833748,0.0002585175,0.003702282,0.002467164,0.007822585,0.9118263,0.00017839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001989724,0.00003094026,0.00006364174,0.00004175384,0.000009046146,0.00001107453,0.9993794,0.0001173845,0.0001478093],"genre_scores_gemma":[0.00212534,0.0000634149,0.00051233,0.0001207231,0.00001650307,0.0002212064,0.9960585,0.00008740713,0.000794642],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2992285,"threshold_uncertainty_score":0.9995655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397633830396971,"score_gpt":0.2733230828849835,"score_spread":0.2593467445810138,"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."}}