{"id":"W3148521881","doi":"10.3389/fonc.2021.555614","title":"Autophagic Heterogeneity in Gastric Adenocarcinoma","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Autophagy; Biology; Adenocarcinoma; Tissue microarray; Carcinogenesis; Immunohistochemistry; Pathology; Cancer research; Cancer; Apoptosis; Medicine; Immunology; Genetics","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":[0.0003816223,0.0001414453,0.000293879,0.00100429,0.0002952905,0.0005075964,0.0001274845,0.0002353518,0.0006602523],"category_scores_gemma":[0.0004014547,0.0001411901,0.0002022653,0.0006566534,0.0003080851,0.0002318473,0.0004073855,0.0001865626,0.0001190497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401174,"about_ca_system_score_gemma":0.0002255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006430369,"about_ca_topic_score_gemma":0.001008003,"domain_scores_codex":[0.9998128,0.00003321769,0.00002182268,0.0000507808,0.0000487365,0.00003272875],"domain_scores_gemma":[0.9996988,0.00004677568,0.0001409015,0.00002562465,0.00003574833,0.00005223402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271139,0.00004000263,0.8583791,0.000308674,0.0001598298,0.002417496,0.0001882548,0.0006367006,0.1210973,0.0005085574,0.0004316719,0.0145612],"study_design_scores_gemma":[0.00001414011,0.0001528333,0.9822096,0.00002142029,0.0000790245,0.007662093,0.0002755549,0.0005975966,0.006604712,0.0006215642,0.001752504,0.000008998533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963257,0.002595843,0.0002582488,0.00004028791,0.000004587176,0.00001112427,0.000195024,0.00001144273,0.0005577583],"genre_scores_gemma":[0.9990853,0.0004706829,0.0001769647,0.00001078416,0.000009138463,0.000006520261,0.0001811504,0.00000174543,0.00005768635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00100429,"threshold_uncertainty_score":0.003193319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184287271856928,"score_gpt":0.3123363753729541,"score_spread":0.2939076481872613,"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."}}