{"id":"W1972329747","doi":"10.1177/1066896913510030","title":"Extruded Highly Proliferative Benign Mucous Neck Cells","year":2013,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Pathology; Nuclear atypia; Stroma; Atypia; H&E stain; Signet ring cell; Foveolar cell; Medicine; Proliferation index; Carcinoma; Cancer; Immunohistochemistry; Stomach; Gastric mucosa; Adenocarcinoma; Internal medicine","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":[0.0002005901,0.0004663277,0.0002100991,0.0007760563,0.0003530094,0.0005413355,0.0003834031,0.0005500795,0.001031121],"category_scores_gemma":[0.001302493,0.0003086316,0.0002202602,0.0003739275,0.0005958303,0.0004149908,0.0006720373,0.0003584623,0.0004832686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039954,"about_ca_system_score_gemma":0.0001530087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009384473,"about_ca_topic_score_gemma":0.001670766,"domain_scores_codex":[0.9997414,0.00003185877,0.000032125,0.00005848637,0.00007746161,0.00005860284],"domain_scores_gemma":[0.9993831,0.0001232807,0.000223007,0.0001453783,0.00004645949,0.00007878779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004157869,0.00004859819,0.1636026,0.0001891643,0.00004119302,0.7142622,0.0008816305,0.0005256447,0.1051815,0.0006683304,0.0002709891,0.01391238],"study_design_scores_gemma":[0.00002348704,0.000231396,0.07545414,0.00002832554,0.0000296522,0.8965839,0.000545061,0.0008969446,0.02302828,0.0003267036,0.002832209,0.00001992282],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958848,0.0007110831,0.001316573,0.00005850061,0.00001222103,0.00004404023,0.00006525486,0.00005003584,0.00185736],"genre_scores_gemma":[0.998178,0.0001679815,0.001093739,0.00003421052,0.00001498797,0.000007161954,0.00006342735,0.000006305676,0.0004342566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001031121,"threshold_uncertainty_score":0.0034495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944376512242704,"score_gpt":0.2847849513645655,"score_spread":0.2653411862421385,"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."}}