{"id":"W3212699738","doi":"10.1371/journal.pone.0258878","title":"Proliferation, apoptosis and their regulatory protein expression in colorectal adenomas and serrated lesions","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Cancer Institute","keywords":"Survivin; Cyclin D1; Apoptosis; Cancer research; Cyclin; Tissue microarray; Adenoma; Pathology; Biology; Lesion; Immunohistochemistry; Medicine; Cell cycle","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":[0.0004123146,0.0001568037,0.0002172923,0.0008949366,0.0001364217,0.0003485057,0.00009985326,0.000134046,0.0006206136],"category_scores_gemma":[0.000630968,0.000144669,0.0001968899,0.0005033351,0.0002107371,0.0001839367,0.0001263856,0.0002031014,0.0001115721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752426,"about_ca_system_score_gemma":0.0001660584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007464888,"about_ca_topic_score_gemma":0.0009843244,"domain_scores_codex":[0.9998007,0.00004451965,0.0000174818,0.00005100378,0.00005967207,0.00002655868],"domain_scores_gemma":[0.9993936,0.0001512878,0.0002831848,0.00002131621,0.00007824812,0.00007233056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006566808,0.0001185342,0.7004883,0.0004086733,0.0002673614,0.0005385865,0.0003668798,0.0005560619,0.2701603,0.0001690068,0.0001092023,0.02025018],"study_design_scores_gemma":[0.0000207699,0.0005025704,0.9832333,0.000008489327,0.00008835643,0.000788016,0.0001292904,0.0008254905,0.01377373,0.00009136369,0.0005316618,0.000006951746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975018,0.001623728,0.0004745368,0.000008376027,0.000002336454,0.000006035627,0.0001452832,0.000008824973,0.0002290955],"genre_scores_gemma":[0.9986997,0.0003594521,0.0005848818,0.0000067804,0.0000045385,0.00001245388,0.0001877479,0.000001981136,0.0001424726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008949366,"threshold_uncertainty_score":0.002180576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189449561716098,"score_gpt":0.229092673725659,"score_spread":0.197198178108498,"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."}}