{"id":"W1554402386","doi":"10.1111/j.1440-1746.2012.07090.x","title":"Gastrointestinal: A sheep in wolf's clothing","year":2012,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Nuclear atypia; Pathology; Atypia; Sarcoma; Lamina propria; Biopsy; Cancer; Neoplasm; Radiology; Epithelium; Immunohistochemistry; 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":[0.0005274802,0.0007832801,0.0006270533,0.0009322966,0.003855466,0.002587929,0.0005413337,0.003136889,0.02010334],"category_scores_gemma":[0.001793624,0.0003101601,0.0004068513,0.0005301349,0.002083289,0.003385849,0.002751303,0.002826246,0.006733815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006582271,"about_ca_system_score_gemma":0.0004745154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221203,"about_ca_topic_score_gemma":0.005509319,"domain_scores_codex":[0.9994018,0.0002149412,0.0000448629,0.0001084639,0.0001333053,0.00009655958],"domain_scores_gemma":[0.9995028,0.00007971952,0.0000601283,0.00005406071,0.000076862,0.0002264646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002219267,0.0003616068,0.02976559,0.0006007064,0.0001002031,0.1094656,0.02533453,0.0001307641,0.005549482,0.02715483,0.5841566,0.2171581],"study_design_scores_gemma":[0.000007839886,0.0001315853,0.005375939,0.0005451648,0.00001392325,0.07592995,0.01081464,0.00008704358,0.000173369,0.001704253,0.905194,0.00002239807],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2512065,0.09109863,0.004564527,0.2342924,0.07186684,0.0001599813,0.0004797028,0.001057573,0.3452738],"genre_scores_gemma":[0.4070603,0.02531509,0.004952548,0.0636863,0.01464261,0.00006794217,0.0002588922,0.0003908184,0.4836254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02010334,"threshold_uncertainty_score":0.06725234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217153284794544,"score_gpt":0.3000553680909789,"score_spread":0.2778838352430335,"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."}}